U.S. patent number 10,585,354 [Application Number 16/256,359] was granted by the patent office on 2020-03-10 for method of optimizing a metrology process.
This patent grant is currently assigned to ASML Netherlands B.V.. The grantee listed for this patent is ASML NETHERLANDS B.V.. Invention is credited to Bastiaan Onne Fagginger Auer, Thaleia Kontoroupi, Mariya Vyacheslavivna Medvedyeva, Samee Ur Rehman, Anagnostis Tsiatmas, Joannes Jitse Venselaar, Martijn Maria Zaal.
![](/patent/grant/10585354/US10585354-20200310-D00000.png)
![](/patent/grant/10585354/US10585354-20200310-D00001.png)
![](/patent/grant/10585354/US10585354-20200310-D00002.png)
![](/patent/grant/10585354/US10585354-20200310-D00003.png)
![](/patent/grant/10585354/US10585354-20200310-D00004.png)
![](/patent/grant/10585354/US10585354-20200310-D00005.png)
![](/patent/grant/10585354/US10585354-20200310-D00006.png)
![](/patent/grant/10585354/US10585354-20200310-D00007.png)
![](/patent/grant/10585354/US10585354-20200310-D00008.png)
![](/patent/grant/10585354/US10585354-20200310-D00009.png)
![](/patent/grant/10585354/US10585354-20200310-D00010.png)
View All Diagrams
United States Patent |
10,585,354 |
Tsiatmas , et al. |
March 10, 2020 |
Method of optimizing a metrology process
Abstract
Methods of optimizing a metrology process are disclosed. In one
arrangement, measurement data from a plurality of applications of
the metrology process to a first target on a substrate are
obtained. Each application of the metrology process includes
illuminating the first target with a radiation spot and detecting
radiation redirected by the first target. The applications of the
metrology process include applications at a) plural positions of
the radiation spot relative to the first target, and/or b) plural
focus heights of the radiation spot. The measurement data includes,
for each application of the metrology process, a detected pupil
representation of an optical characteristic of the redirected
radiation in a pupil plane. The method includes determining an
optimal alignment and/or an optimal focus height based on
comparisons between the detected pupil representations in the
measurement data and a reference pupil representation.
Inventors: |
Tsiatmas; Anagnostis
(Eindhoven, NL), Venselaar; Joannes Jitse
('s-Hertogenbosch, NL), Rehman; Samee Ur (Eindhoven,
NL), Medvedyeva; Mariya Vyacheslavivna (Eindhoven,
NL), Fagginger Auer; Bastiaan Onne (Eindhoven,
NL), Zaal; Martijn Maria (Veldhoven, NL),
Kontoroupi; Thaleia (Utrecht, NL) |
Applicant: |
Name |
City |
State |
Country |
Type |
ASML NETHERLANDS B.V. |
Veldhoven |
N/A |
NL |
|
|
Assignee: |
ASML Netherlands B.V.
(Veldhoven, NL)
|
Family
ID: |
61157086 |
Appl.
No.: |
16/256,359 |
Filed: |
January 24, 2019 |
Prior Publication Data
|
|
|
|
Document
Identifier |
Publication Date |
|
US 20190243253 A1 |
Aug 8, 2019 |
|
Foreign Application Priority Data
|
|
|
|
|
Feb 2, 2018 [EP] |
|
|
18154885 |
|
Current U.S.
Class: |
1/1 |
Current CPC
Class: |
G03F
7/70633 (20130101); G03F 7/70641 (20130101); G03F
7/705 (20130101); G03F 7/70091 (20130101); G03F
7/70508 (20130101) |
Current International
Class: |
G03F
7/20 (20060101) |
References Cited
[Referenced By]
U.S. Patent Documents
Foreign Patent Documents
|
|
|
|
|
|
|
1930774 |
|
Jun 2008 |
|
EP |
|
2009078708 |
|
Jun 2009 |
|
WO |
|
2009106279 |
|
Sep 2009 |
|
WO |
|
2012126684 |
|
Sep 2012 |
|
WO |
|
Other References
International Search Report and Written Opinion issued in
corresponding PCT Patent Application No. PCT/EP2019/050535, dated
Feb. 26, 2019. cited by applicant .
European Extended Search Report issued in corresponding European
Patent Application No. 18154885.0, dated Jul. 18, 2018. cited by
applicant.
|
Primary Examiner: Gordon; Steven Whitesell
Attorney, Agent or Firm: Pillsbury Winthrop Shaw Pittman
LLP
Claims
The invention claimed is:
1. A method of optimizing a metrology process, the method
comprising: obtaining measurement data from a plurality of
applications of the metrology process to a first target on a
substrate, wherein: each application of the metrology process
comprises illuminating the first target with a radiation spot and
detecting radiation redirected by the first target; the
applications of the metrology process include applications at
either or both of a) plural positions of the radiation spot
relative to the first target, and/or b) plural focus heights of the
radiation spot; and the measurement data comprises, for each
application of the metrology process, a detected pupil
representation of an optical characteristic of the redirected
radiation in a pupil plane; and determining either or both of an
optimal alignment of the radiation spot and/or an optimal focus
height based on comparisons between the detected pupil
representations in the measurement data and a reference pupil
representation.
2. The method of claim 1, wherein either or both of: an alignment
associated with the detected pupil representation determined to be
most similar to the reference pupil representation is determined to
be the optimal alignment; and/or a focus height associated with the
detected pupil representation determined to be most similar to the
reference pupil representation is determined to be the optimal
focus height.
3. The method of claim 1, wherein the comparisons between the
detected pupil representations and the reference pupil
representation comprise calculating a degree of similarity between
each detected pupil representation and the reference pupil
representation.
4. The method of claim 1, wherein the reference pupil
representation is generated using a simulation of redirection of
radiation from the first target.
5. The method of claim 1, wherein the reference pupil
representation is generated using a detected pupil representation
obtained by a previous application of the metrology process.
6. The method of claim 5, wherein the previous application of the
metrology process was applied to an instance of the first target at
either or both of an optimal alignment and/or an optimal focus
height.
7. The method of claim 5, wherein the previous application of the
metrology process comprises an application of the metrology process
to a second target, the second target being larger than the first
target.
8. The method of claim 7, wherein the first target and the second
target each comprise a periodic structure defined by a unit cell
that has the same periodicity in at least one direction.
9. The method of claim 8, wherein the unit cell of the first target
is identical to the unit cell of the second target.
10. The method of claim 7, wherein: the substrate comprises one or
more device regions configured to comprise device structures and
one or more scribe lanes positioned outside of the device regions;
and the first target is located in one of the device regions and
the second target is located in one of the scribe lanes.
11. The method of claim 1, wherein the reference pupil
representation is generated using machine learning based on plural
previous applications of the metrology process with different
alignments, different focus heights, or both different alignments
and different focus heights.
12. The method of claim 1, wherein: the method is applied to each
of a plurality of first targets at different locations; the
applications of the metrology process include applications at a
plurality of positions of the radiation spot; and the plurality of
positions of the radiation spot used when applying the method to
one first target is selected using an optimal alignment obtained by
applying the method to at least one other first target.
13. The method of claim 1, further comprising analyzing a detected
pupil representation corresponding to either or both of the
determined optimal alignment and/or the determined optimal focus
height to obtain a value of a parameter of interest.
14. The method of claim 13, wherein the parameter of interest
comprises overlay and/or critical dimension.
15. A computer program product comprising a computer non-transitory
readable medium having instructions therein, the instructions, upon
execution by a computer system, configured to cause the computer
system to at least: obtain measurement data from a plurality of
applications of the metrology process to a first target on a
substrate, wherein: each application of the metrology process
comprises illuminating the first target with a radiation spot and
detecting radiation redirected by the first target; the
applications of the metrology process include applications at
either or both of a) plural positions of the radiation spot
relative to the first target, and/or b) plural focus heights of the
radiation spot; and the measurement data comprises, for each
application of the metrology process, a detected pupil
representation of an optical characteristic of the redirected
radiation in a pupil plane; and determine an optimal alignment of
the radiation spot and/or an optimal focus height, based on
comparisons between the detected pupil representations in the
measurement data and a reference pupil representation.
16. The computer program product of claim 15, wherein either or
both of: an alignment associated with the detected pupil
representation determined to be most similar to the reference pupil
representation is determined to be the optimal alignment; and/or a
focus height associated with the detected pupil representation
determined to be most similar to the reference pupil representation
is determined to be the optimal focus height.
17. The computer program product of claim 15, wherein the
comparisons between the detected pupil representations and the
reference pupil representation comprise calculating a degree of
similarity between each detected pupil representation and the
reference pupil representation.
18. The computer program product of claim 15, wherein the reference
pupil representation is generated using a simulation of redirection
of radiation from the first target.
19. The computer program product of claim 15, wherein the reference
pupil representation is generated using a detected pupil
representation obtained by a previous application of the metrology
process.
20. A system comprising: a metrology apparatus configured to
provide a beam of radiation onto a substrate and to detect
radiation redirected by a target on the substrate; and the computer
program product of claim 15.
Description
This application claims the benefit of priority of European patent
application no. EP18154885, filed Feb. 2, 2018, which is
incorporated herein in its entirety by reference.
FIELD
The present disclosure relates to optimizing a metrology process,
particularly in relation to alignment and/or focus of a radiation
spot used by the metrology process.
BACKGROUND
A lithographic apparatus is a machine that applies a desired
pattern onto a substrate, usually onto a target portion of the
substrate. A lithographic apparatus can be used, for example, in
the manufacture of integrated circuits (ICs). In that instance, a
patterning device, which is alternatively referred to as a mask or
a reticle, may be used to generate a circuit pattern to be formed
on an individual layer of the IC. This pattern can be transferred
onto a target portion (e.g., including part of, one, or several
dies) on a substrate (e.g., a silicon wafer). Transfer of the
pattern is typically via imaging onto a layer of
radiation-sensitive material (resist) provided on the substrate. In
general, a single substrate will contain a network of adjacent
target portions that are successively patterned.
Manufacturing devices, such as semiconductor devices, typically
involves processing a substrate (e.g., a semiconductor wafer) using
a number of fabrication processes to form various features and
often multiple layers of the devices. Such layers and/or features
are typically manufactured and processed using, e.g., deposition,
lithography, etch, chemical-mechanical polishing, and ion
implantation. Multiple devices may be fabricated on a plurality of
dies on a substrate and then separated into individual devices.
This device manufacturing process may be considered a patterning
process. A patterning process involves a pattern transfer step,
such as optical and/or nanoimprint lithography using a lithographic
apparatus, to provide a pattern on a substrate and typically, but
optionally, involves one or more related pattern processing steps,
such as resist development by a development apparatus, baking of
the substrate using a bake tool, etching the pattern by an etch
apparatus, etc. Further, one or more metrology processes are
involved in the patterning process.
Metrology processes are used at various steps during a patterning
process to monitor and/or control the process. For example,
metrology processes are used to measure one or more characteristics
of a substrate, such as a relative location (e.g., registration,
overlay, alignment, etc.) or dimension (e.g., line width, critical
dimension (CD), thickness, etc.) of features formed on the
substrate during the patterning process, such that, for example,
the performance of the patterning process can be determined from
the one or more characteristics. If the one or more characteristics
are unacceptable (e.g., out of a predetermined range for the
characteristic(s)), one or more variables of the patterning process
may be designed or altered, e.g., based on the measurements of the
one or more characteristics, such that substrates manufactured by
the patterning process have an acceptable characteristic(s).
With the advancement of lithography and other patterning process
technologies, the dimensions of functional elements have
continually been reduced while the amount of the functional
elements, such as transistors, per device has been steadily
increased over decades. In the meanwhile, the requirement of
accuracy in terms of overlay, critical dimension (CD), etc. has
become more and more stringent. Error, such as error in overlay,
error in CD, etc., will inevitably be produced in the patterning
process. For example, imaging error may be produced from optical
aberration, patterning device heating, patterning device error,
and/or substrate heating and can be characterized in terms of,
e.g., overlay, CD, etc. Additionally or alternatively, error may be
introduced in other parts of the patterning process, such as in
etch, development, bake, etc. and similarly can be characterized in
terms of, e.g., overlay, CD, etc. The error may cause a problem in
terms of the functioning of the device, including failure of the
device to function or one or more electrical problems of the
functioning device. Accordingly, it is desirable to be able to
characterize one or more of these errors and take steps to design,
modify, control, etc. a patterning process to reduce or minimize
one or more of these errors
Various tools are available for performing metrology processes,
including various forms of scatterometer. These devices direct a
beam of radiation onto a metrology target and measure one or more
properties of the scattered radiation--e.g., intensity at a single
angle of reflection, or over a range of angles of reflection, as a
function of wavelength; intensity at one or more wavelengths as a
function of reflected angle; or polarization as a function of
reflected angle--to obtain a "spectrum" from which a property of
interest of the target can be determined. Determination of the
property of interest may be performed by various techniques: e.g.,
reconstruction of the metrology target by iterative approaches
implemented using rigorous coupled wave analysis or finite element
methods; library searches; and principal component analysis.
SUMMARY
It may be desirable for metrology targets to be positioned in
locations where there is little space available, for example in
product areas containing structures of a product being
manufactured. Metrology targets positioned in such areas need to be
small. It is challenging to align a radiation spot with such
metrology targets with sufficient accuracy. If alignment is not
perfect, the radiation spot may sample regions outside of the
metrology target, thereby reducing an accuracy of the metrology
process.
It is desirable to improve existing methods for measuring
targets.
According to an aspect of the invention, there is provided a method
of optimizing a metrology process, the method comprising:
obtaining measurement data from a plurality of applications of the
metrology process to a first target on a substrate, wherein: each
application of the metrology process comprises illuminating the
first target with a radiation spot and detecting radiation
redirected by the first target; the applications of the metrology
process include applications at either or both of a) plural
positions of the radiation spot relative to the first target,
and/or b) plural focus heights of the radiation spot; and the
measurement data comprises, for each application of the metrology
process, a detected pupil representation of an optical
characteristic of the redirected radiation in a pupil plane;
and
determining either or both of an optimal alignment and/or an
optimal focus height based on comparisons between the detected
pupil representations in the measurement data and a reference pupil
representation.
BRIEF DESCRIPTION OF THE DRAWINGS
Embodiments of the invention will now be described, by way of
example only, with reference to the accompanying schematic drawings
in which corresponding reference symbols indicate corresponding
parts, and in which:
FIG. 1 schematically depicts an embodiment of a lithographic
apparatus;
FIG. 2 schematically depicts an embodiment of a lithographic cell
or cluster;
FIG. 3A is a schematic diagram of a measurement apparatus for use
in measuring targets according to an embodiment using a first pair
of illumination apertures providing certain illumination modes;
FIG. 3B is a schematic detail of a diffraction spectrum of a target
for a given direction of illumination;
FIG. 3C is a schematic illustration of a second pair of
illumination apertures providing further illumination modes in
using a measurement apparatus for diffraction based overlay
measurements;
FIG. 3D is a schematic illustration of a third pair of illumination
apertures combining the first and second pairs of apertures
providing further illumination modes in using a measurement
apparatus for diffraction based overlay measurements;
FIG. 4 schematically depicts a form of multiple periodic structure
(e.g., multiple grating) target and an outline of a measurement
spot on a substrate;
FIG. 5 schematically depicts an image of the target of FIG. 4
obtained in the apparatus of FIG. 3;
FIG. 6 schematically depicts an example of a metrology apparatus
and metrology technique;
FIG. 7 schematically depicts an example of a metrology
apparatus;
FIG. 8 illustrates the relationship between an illumination spot of
a metrology apparatus and a metrology target;
FIG. 9 schematically depicts a process of deriving one or more
variables of interest based on measurement data;
FIG. 10A schematically depicts an example unit cell, an associated
pupil representation, and an associated derived pupil
representation;
FIG. 10B schematically depicts an example unit cell, an associated
pupil representation, and an associated derived pupil
representation;
FIG. 10C schematically depicts an example target comprising one or
more physical instances of a unit cell;
FIG. 11 schematically depicts device regions and scribe lanes on a
substrate;
FIG. 12 is a flow chart depicting a method of generating
measurement data;
FIG. 13 is a flow chart depicting a method of optimizing a
metrology process according to an embodiment;
FIG. 14 depicts example measurement data;
FIG. 15 is a graph showing variation of a correlation between a
detected pupil representation and a reference pupil representation
as a function of alignment; and
FIG. 16 depicts a computer system which may implement embodiments
of the disclosure.
DETAILED DESCRIPTION OF EXEMPLARY EMBODIMENTS
Before describing embodiments in detail, it is instructive to
present an example environment in which embodiments may be
implemented.
FIG. 1 schematically depicts a lithographic apparatus LA. The
apparatus comprises: an illumination system (illuminator) IL
configured to condition a radiation beam B (e.g. UV radiation or
DUV radiation); a support structure (e.g. a mask table) MT
constructed to support a patterning device (e.g. a mask) MA and
connected to a first positioner PM configured to accurately
position the patterning device in accordance with certain
parameters; a substrate table (e.g. a wafer table) WT constructed
to hold a substrate (e.g. a resist-coated wafer) W and connected to
a second positioner PW configured to accurately position the
substrate in accordance with certain parameters; and a projection
system (e.g. a refractive projection lens system) PS configured to
project a pattern imparted to the radiation beam B by patterning
device MA onto a target portion C (e.g. comprising one or more
dies) of the substrate W, the projection system supported on a
reference frame (RF).
The illumination system may include various types of optical
components, such as refractive, reflective, magnetic,
electromagnetic, electrostatic or other types of optical
components, or any combination thereof, for directing, shaping, or
controlling radiation.
The support structure supports the patterning device in a manner
that depends on the orientation of the patterning device, the
design of the lithographic apparatus, and other conditions, such as
for example whether or not the patterning device is held in a
vacuum environment. The support structure can use mechanical,
vacuum, electrostatic or other clamping techniques to hold the
patterning device. The support structure may be a frame or a table,
for example, which may be fixed or movable as required. The support
structure may ensure that the patterning device is at a desired
position, for example with respect to the projection system. Any
use of the terms "reticle" or "mask" herein may be considered
synonymous with the more general term "patterning device."
The term "patterning device" used herein should be broadly
interpreted as referring to any device that can be used to impart a
pattern in a target portion of the substrate. In an embodiment, a
patterning device is any device that can be used to impart a
radiation beam with a pattern in its cross-section so as to create
a pattern in a target portion of the substrate. It should be noted
that the pattern imparted to the radiation beam may not exactly
correspond to the desired pattern in the target portion of the
substrate, for example if the pattern includes phase-shifting
features or so called assist features. Generally, the pattern
imparted to the radiation beam will correspond to a particular
functional layer in a device being created in the target portion,
such as an integrated circuit.
The patterning device may be transmissive or reflective. Examples
of patterning devices include masks, programmable mirror arrays,
and programmable Liquid Crystal Display (LCD) panels. Masks are
well known in lithography, and include mask types such as binary,
alternating phase-shift, and attenuated phase-shift, as well as
various hybrid mask types. An example of a programmable mirror
array employs a matrix arrangement of small mirrors, each of which
can be individually tilted so as to reflect an incoming radiation
beam in different directions. The tilted mirrors impart a pattern
in a radiation beam, which is reflected by the mirror matrix.
The term "projection system" used herein should be broadly
interpreted as encompassing any type of projection system,
including refractive, reflective, catadioptric, magnetic,
electromagnetic and electrostatic optical systems, or any
combination thereof, as appropriate for the exposure radiation
being used, or for other factors such as the use of an immersion
liquid or the use of a vacuum. Any use of the term "projection
lens" herein may be considered as synonymous with the more general
term "projection system".
The projection system PS has an optical transfer function which may
be non-uniform, which can affect the pattern imaged on the
substrate W. For unpolarized radiation such effects can be fairly
well described by two scalar maps, which describe the transmission
(apodization) and relative phase (aberration) of radiation exiting
the projection system PS as a function of position in a pupil plane
thereof. These scalar maps, which may be referred to as the
transmission map and the relative phase map, may be expressed as a
linear combination of a complete set of basis functions. A
particularly convenient set is the Zernike polynomials, which form
a set of orthogonal polynomials defined on a unit circle. A
determination of each scalar map may involve determining the
coefficients in such an expansion. Since the Zernike polynomials
are orthogonal on the unit circle, the Zernike coefficients may be
determined by calculating the inner product of a measured scalar
map with each Zernike polynomial in turn and dividing this by the
square of the norm of that Zernike polynomial.
The transmission map and the relative phase map are field and
system dependent. That is, in general, each projection system PS
will have a different Zernike expansion for each field point (i.e.
for each spatial location in its image plane). The relative phase
of the projection system PS in its pupil plane may be determined by
projecting radiation, for example from a point-like source in an
object plane of the projection system PS (i.e. the plane of the
patterning device MA), through the projection system PS and using a
shearing interferometer to measure a wavefront (i.e. a locus of
points with the same phase). A shearing interferometer is a common
path interferometer and therefore, advantageously, no secondary
reference beam is required to measure the wavefront. The shearing
interferometer may comprise a diffraction grating, for example a
two dimensional grid, in an image plane of the projection system
(i.e. the substrate table WT) and a detector arranged to detect an
interference pattern in a plane that is conjugate to a pupil plane
of the projection system PS. The interference pattern is related to
the derivative of the phase of the radiation with respect to a
coordinate in the pupil plane in the shearing direction. The
detector may comprise an array of sensing elements such as, for
example, charge coupled devices (CCDs).
The projection system PS of a lithography apparatus may not produce
visible fringes and therefore the accuracy of the determination of
the wavefront can be enhanced using phase stepping techniques such
as, for example, moving the diffraction grating. Stepping may be
performed in the plane of the diffraction grating and in a
direction perpendicular to the scanning direction of the
measurement. The stepping range may be one grating period, and at
least three (uniformly distributed) phase steps may be used. Thus,
for example, three scanning measurements may be performed in the
y-direction, each scanning measurement being performed for a
different position in the x-direction. This stepping of the
diffraction grating effectively transforms phase variations into
intensity variations, allowing phase information to be determined.
The grating may be stepped in a direction perpendicular to the
diffraction grating (z direction) to calibrate the detector.
The transmission (apodization) of the projection system PS in its
pupil plane may be determined by projecting radiation, for example
from a point-like source in an object plane of the projection
system PS (i.e. the plane of the patterning device MA), through the
projection system PS and measuring the intensity of radiation in a
plane that is conjugate to a pupil plane of the projection system
PS, using a detector. The same detector as is used to measure the
wavefront to determine aberrations may be used.
The projection system PS may comprise a plurality of optical (e.g.,
lens) elements and may further comprise an adjustment mechanism AM
configured to adjust one or more of the optical elements so as to
correct for aberrations (phase variations across the pupil plane
throughout the field). To achieve this, the adjustment mechanism
may be operable to manipulate one or more optical (e.g., lens)
elements within the projection system PS in one or more different
ways. The projection system may have a coordinate system wherein
its optical axis extends in the z direction. The adjustment
mechanism may be operable to do any combination of the following:
displace one or more optical elements; tilt one or more optical
elements; and/or deform one or more optical elements. Displacement
of an optical element may be in any direction (x, y, z or a
combination thereof). Tilting of an optical element is typically
out of a plane perpendicular to the optical axis, by rotating about
an axis in the x and/or y directions although a rotation about the
z axis may be used for a non-rotationally symmetric aspherical
optical element. Deformation of an optical element may include a
low frequency shape (e.g. astigmatic) and/or a high frequency shape
(e.g. free form aspheres). Deformation of an optical element may be
performed for example by using one or more actuators to exert force
on one or more sides of the optical element and/or by using one or
more heating elements to heat one or more selected regions of the
optical element. In general, it may not be possible to adjust the
projection system PS to correct for apodization (transmission
variation across the pupil plane). The transmission map of a
projection system PS may be used when designing a patterning device
(e.g., mask) MA for the lithography apparatus LA. Using a
computational lithography technique, the patterning device MA may
be designed to at least partially correct for apodization.
As here depicted, the apparatus is of a transmissive type (e.g.
employing a transmissive mask). Alternatively, the apparatus may be
of a reflective type (e.g. employing a programmable mirror array of
a type as referred to above, or employing a reflective mask).
The lithographic apparatus may be of a type having two (dual stage)
or more tables (e.g., two or more substrate tables WTa, WTb, two or
more patterning device tables, a substrate table WTa and a table
WTb below the projection system without a substrate that is
dedicated to, for example, facilitating measurement, and/or
cleaning, etc.). In such "multiple stage" machines the additional
tables may be used in parallel, or preparatory steps may be carried
out on one or more tables while one or more other tables are being
used for exposure. For example, alignment measurements using an
alignment sensor AS and/or level (height, tilt, etc.) measurements
using a level sensor LS may be made.
The lithographic apparatus may also be of a type wherein at least a
portion of the substrate may be covered by a liquid having a
relatively high refractive index, e.g. water, so as to fill a space
between the projection system and the substrate. An immersion
liquid may also be applied to other spaces in the lithographic
apparatus, for example, between the patterning device and the
projection system. Immersion techniques are well known in the art
for increasing the numerical aperture of projection systems. The
term "immersion" as used herein does not mean that a structure,
such as a substrate, must be submerged in liquid, but rather only
means that liquid is located between the projection system and the
substrate during exposure.
Referring to FIG. 1, the illuminator IL receives a radiation beam
from a radiation source SO. The source and the lithographic
apparatus may be separate entities, for example when the source is
an excimer laser. In such cases, the source is not considered to
form part of the lithographic apparatus and the radiation beam is
passed from the source SO to the illuminator IL with the aid of a
beam delivery system BD comprising, for example, suitable directing
mirrors and/or a beam expander. In other cases the source may be an
integral part of the lithographic apparatus, for example when the
source is a mercury lamp. The source SO and the illuminator IL,
together with the beam delivery system BD if required, may be
referred to as a radiation system.
The illuminator IL may comprise an adjuster AD configured to adjust
the angular intensity distribution of the radiation beam.
Generally, at least the outer and/or inner radial extent (commonly
referred to as .sigma.-outer and .sigma.-inner, respectively) of
the intensity distribution in a pupil plane of the illuminator can
be adjusted. In addition, the illuminator IL may comprise various
other components, such as an integrator IN and a condenser CO. The
illuminator may be used to condition the radiation beam, to have a
desired uniformity and intensity distribution in its
cross-section.
The radiation beam B is incident on the patterning device (e.g.,
mask) MA, which is held on the support structure (e.g., mask table)
MT, and is patterned by the patterning device. Having traversed the
patterning device MA, the radiation beam B passes through the
projection system PS, which focuses the beam onto a target portion
C of the substrate W. With the aid of the second positioner PW and
position sensor IF (e.g. an interferometric device, linear encoder,
2-D encoder or capacitive sensor), the substrate table WT can be
moved accurately, e.g. so as to position different target portions
C in the path of the radiation beam B. Similarly, the first
positioner PM and another position sensor (which is not explicitly
depicted in FIG. 1) can be used to accurately position the
patterning device MA with respect to the path of the radiation beam
B, e.g. after mechanical retrieval from a mask library, or during a
scan. In general, movement of the support structure MT may be
realized with the aid of a long-stroke module (coarse positioning)
and a short-stroke module (fine positioning), which form part of
the first positioner PM. Similarly, movement of the substrate table
WT may be realized using a long-stroke module and a short-stroke
module, which form part of the second positioner PW. In the case of
a stepper (as opposed to a scanner) the support structure MT may be
connected to a short-stroke actuator only, or may be fixed.
Patterning device MA and substrate W may be aligned using
patterning device alignment marks M1, M2 and substrate alignment
marks P1, P2. Although the substrate alignment marks as illustrated
occupy dedicated target portions, they may be located in spaces
between target portions (these are known as scribe-lane alignment
marks). Similarly, in situations in which more than one die is
provided on the patterning device MA, the patterning device
alignment marks may be located between the dies.
The depicted apparatus could be used in at least one of the
following modes: 1. In step mode, the support structure MT and the
substrate table WT are kept essentially stationary, while an entire
pattern imparted to the radiation beam is projected onto a target
portion C at one time (i.e. a single static exposure). The
substrate table WT is then shifted in the X and/or Y direction so
that a different target portion C can be exposed. In step mode, the
maximum size of the exposure field limits the size of the target
portion C imaged in a single static exposure. 2. In scan mode, the
support structure MT and the substrate table WT are scanned
synchronously while a pattern imparted to the radiation beam is
projected onto a target portion C (i.e. a single dynamic exposure).
The velocity and direction of the substrate table WT relative to
the support structure MT may be determined by the
(de-)magnification and image reversal characteristics of the
projection system PS. In scan mode, the maximum size of the
exposure field limits the width (in the non-scanning direction) of
the target portion in a single dynamic exposure, whereas the length
of the scanning motion determines the height (in the scanning
direction) of the target portion. 3. In another mode, the support
structure MT is kept essentially stationary holding a programmable
patterning device, and the substrate table WT is moved or scanned
while a pattern imparted to the radiation beam is projected onto a
target portion C. In this mode, generally a pulsed radiation source
is employed and the programmable patterning device is updated as
required after each movement of the substrate table WT or in
between successive radiation pulses during a scan. This mode of
operation can be readily applied to maskless lithography that
utilizes programmable patterning device, such as a programmable
mirror array of a type as referred to above.
Combinations and/or variations on the above described modes of use
or entirely different modes of use may also be employed.
As shown in FIG. 2, the lithographic apparatus LA may form part of
a lithographic cell LC, also sometimes referred to a lithocell or
cluster, which also includes apparatuses to perform pre- and
post-exposure processes on a substrate. Conventionally these
include one or more spin coaters SC to deposit one or more resist
layers, one or more developers DE to develop exposed resist, one or
more chill plates CH and/or one or more bake plates BK. A substrate
handler, or robot, RO picks up one or more substrates from
input/output port I/O1, I/O2, moves them between the different
process apparatuses and delivers them to the loading bay LB of the
lithographic apparatus. These apparatuses, which are often
collectively referred to as the track, are under the control of a
track control unit TCU which is itself controlled by the
supervisory control system SCS, which also controls the
lithographic apparatus via lithography control unit LACU. Thus, the
different apparatuses can be operated to maximize throughput and
processing efficiency.
In order that a substrate that is exposed by the lithographic
apparatus is exposed correctly and consistently, it is desirable to
inspect an exposed substrate to measure or determine one or more
properties such as overlay (which can be, for example, between
structures in overlying layers or between structures in a same
layer that have been provided separately to the layer by, for
example, a double patterning process), line thickness, critical
dimension (CD), focus offset, a material property, etc. Accordingly
a manufacturing facility in which lithocell LC is located also
typically includes a metrology system MET which receives some or
all of the substrates W that have been processed in the lithocell.
The metrology system MET may be part of the lithocell LC, for
example it may be part of the lithographic apparatus LA.
Metrology results may be provided directly or indirectly to the
supervisory control system SCS. If an error is detected, an
adjustment may be made to exposure of a subsequent substrate
(especially if the inspection can be done soon and fast enough that
one or more other substrates of the batch are still to be exposed)
and/or to subsequent exposure of the exposed substrate. Also, an
already exposed substrate may be stripped and reworked to improve
yield, or discarded, thereby avoiding performing further processing
on a substrate known to be faulty. In a case where only some target
portions of a substrate are faulty, further exposures may be
performed only on those target portions which are good.
Within a metrology system MET, a metrology apparatus is used to
determine one or more properties of the substrate, and in
particular, how one or more properties of different substrates vary
or different layers of the same substrate vary from layer to layer.
The metrology apparatus may be integrated into the lithographic
apparatus LA or the lithocell LC or may be a stand-alone device. To
enable rapid measurement, it is desirable that the metrology
apparatus measure one or more properties in the exposed resist
layer immediately after the exposure. However, the latent image in
the resist has a low contrast--there is only a very small
difference in refractive index between the parts of the resist
which have been exposed to radiation and those which have not--and
not all metrology apparatus have sufficient sensitivity to make
useful measurements of the latent image. Therefore measurements may
be taken after the post-exposure bake step (PEB) which is
customarily the first step carried out on an exposed substrate and
increases the contrast between exposed and unexposed parts of the
resist. At this stage, the image in the resist may be referred to
as semi-latent. It is also possible to make measurements of the
developed resist image--at which point either the exposed or
unexposed parts of the resist have been removed--or after a pattern
transfer step such as etching. The latter possibility limits the
possibilities for rework of a faulty substrate but may still
provide useful information.
To enable the metrology, one or more targets can be provided on the
substrate. In an embodiment, the target is specially designed and
may comprise a periodic structure. In an embodiment, the target is
a part of a device pattern, e.g., a periodic structure of the
device pattern. In an embodiment, the device pattern is a periodic
structure of a memory device (e.g., a Bipolar Transistor (BPT), a
Bit Line Contact (BLC), etc. structure).
In an embodiment, the target on a substrate may comprise one or
more 1-D periodic structures (e.g., gratings), which are printed
such that after development, the periodic structural features are
formed of solid resist lines. In an embodiment, the target may
comprise one or more 2-D periodic structures (e.g., gratings),
which are printed such that after development, the one or more
periodic structures are formed of solid resist pillars or vias in
the resist. The bars, pillars or vias may alternatively be etched
into the substrate (e.g., into one or more layers on the
substrate).
In an embodiment, one of the parameters of interest of a patterning
process is overlay. Overlay can be measured using dark field
scatterometry in which the zeroth order of diffraction
(corresponding to a specular reflection) is blocked, and only
higher orders processed. Examples of dark field metrology can be
found in PCT patent application publication nos. WO 2009/078708 and
WO 2009/106279, which are hereby incorporated in their entirety by
reference. Further developments of the technique have been
described in U.S. patent application publications US2011-0027704,
US2011-0043791 and US2012-0242970, which are hereby incorporated in
their entirety by reference. Diffraction-based overlay using
dark-field detection of the diffraction orders enables overlay
measurements on smaller targets. These targets can be smaller than
the illumination spot and may be surrounded by device product
structures on a substrate. In an embodiment, multiple targets can
be measured in one radiation capture.
A metrology apparatus suitable for use in embodiments to measure,
e.g., overlay is schematically shown in FIG. 3A. A target T
(comprising a periodic structure such as a grating) and diffracted
rays are illustrated in more detail in FIG. 3B. The metrology
apparatus may be a stand-alone device or incorporated in either the
lithographic apparatus LA, e.g., at the measurement station, or the
lithographic cell LC. An optical axis, which has several branches
throughout the apparatus, is represented by a dotted line O. In
this apparatus, radiation emitted by an output 11 (e.g., a source
such as a laser or a xenon lamp or an opening connected to a
source) is directed onto substrate W via a prism 15 by an optical
system comprising lenses 12, 14 and objective lens 16. These lenses
are arranged in a double sequence of a 4F arrangement. A different
lens arrangement can be used, provided that it still provides a
substrate image onto a detector.
In an embodiment, the lens arrangement allows for access of an
intermediate pupil-plane for spatial-frequency filtering.
Therefore, the angular range at which the radiation is incident on
the substrate can be selected by defining a spatial intensity
distribution in a plane that presents the spatial spectrum of the
substrate plane, here referred to as a (conjugate) pupil plane. In
particular, this can be done, for example, by inserting an aperture
plate 13 of suitable form between lenses 12 and 14, in a plane
which is a back-projected image of the objective lens pupil plane.
In the example illustrated, aperture plate 13 has different forms,
labeled 13N and 13S, allowing different illumination modes to be
selected. The illumination system in the present examples forms an
off-axis illumination mode. In the first illumination mode,
aperture plate 13N provides off-axis illumination from a direction
designated, for the sake of description only, as `north`. In a
second illumination mode, aperture plate 13S is used to provide
similar illumination, but from an opposite direction, labeled
`south`. Other modes of illumination are possible by using
different apertures. The rest of the pupil plane is desirably dark
as any unnecessary radiation outside the desired illumination mode
may interfere with the desired measurement signals.
As shown in FIG. 3B, target T is placed with substrate W
substantially normal to the optical axis O of objective lens 16. A
ray of illumination I impinging on target T from an angle off the
axis O gives rise to a zeroth order ray (solid line 0) and two
first order rays (dot-chain line +1 and double dot-chain line -1).
With an overfilled small target T, these rays are just one of many
parallel rays covering the area of the substrate including
metrology target T and other features. Since the aperture in plate
13 has a finite width (necessary to admit a useful quantity of
radiation), the incident rays I will in fact occupy a range of
angles, and the diffracted rays 0 and +1/-1 will be spread out
somewhat. According to the point spread function of a small target,
each order +1 and -1 will be further spread over a range of angles,
not a single ideal ray as shown. Note that the periodic structure
pitch and illumination angle can be designed or adjusted so that
the first order rays entering the objective lens are closely
aligned with the central optical axis. The rays illustrated in
FIGS. 3A and 3B are shown somewhat off axis, purely to enable them
to be more easily distinguished in the diagram. At least the 0 and
+1 orders diffracted by the target on substrate W are collected by
objective lens 16 and directed back through prism 15.
Returning to FIG. 3A, both the first and second illumination modes
are illustrated, by designating diametrically opposite apertures
labeled as north (N) and south (S). When the incident ray I is from
the north side of the optical axis, that is when the first
illumination mode is applied using aperture plate 13N, the +1
diffracted rays, which are labeled +1(N), enter the objective lens
16. In contrast, when the second illumination mode is applied using
aperture plate 13S the -1 diffracted rays (labeled -1(S)) are the
ones which enter the lens 16. Thus, in an embodiment, measurement
results are obtained by measuring the target twice under certain
conditions, e.g., after rotating the target or changing the
illumination mode or changing the imaging mode to obtain separately
the -1st and the +1st diffraction order intensities. Comparing
these intensities for a given target provides a measurement of
asymmetry in the target, and asymmetry in the target can be used as
an indicator of a parameter of a lithography process, e.g.,
overlay. In the situation described above, the illumination mode is
changed.
A beam splitter 17 divides the diffracted beams into two
measurement branches. In a first measurement branch, optical system
18 forms a diffraction spectrum (pupil plane image) of the target
on first sensor 19 (e.g. a CCD or CMOS sensor) using the zeroth and
first order diffractive beams. Each diffraction order hits a
different point on the sensor, so that image processing can compare
and contrast orders. The pupil plane image captured by sensor 19
can be used for focusing the metrology apparatus and/or normalizing
intensity measurements. The pupil plane image can also be used for
other measurement purposes such as reconstruction, as described
further hereafter.
In the second measurement branch, optical system 20, 22 forms an
image of the target on the substrate W on sensor 23 (e.g. a CCD or
CMOS sensor). In the second measurement branch, an aperture stop 21
is provided in a plane that is conjugate to the pupil-plane of the
objective lens 16. Aperture stop 21 functions to block the zeroth
order diffracted beam so that the image of the target formed on
sensor 23 is formed from the -1 or +1 first order beam. Data
regarding the images measured by sensors 19 and 23 are output to
processor and controller PU, the function of which will depend on
the particular type of measurements being performed. Note that the
term `image` is used in a broad sense. An image of the periodic
structure features (e.g., grating lines) as such will not be
formed, if only one of the -1 and +1 orders is present.
The particular forms of aperture plate 13 and stop 21 shown in FIG.
3 are purely examples. In another embodiment, on-axis illumination
of the targets is used and an aperture stop with an off-axis
aperture is used to pass substantially only one first order of
diffracted radiation to the sensor. In yet other embodiments, 2nd,
3rd and higher order beams (not shown in FIG. 3) can be used in
measurements, instead of or in addition to the first order
beams.
In order to make the illumination adaptable to these different
types of measurement, the aperture plate 13 may comprise a number
of aperture patterns formed around a disc, which rotates to bring a
desired pattern into place. Note that aperture plate 13N or 13S are
used to measure a periodic structure of a target oriented in one
direction (X or Y depending on the set-up). For measurement of an
orthogonal periodic structure, rotation of the target through
90.degree. and 270.degree. might be implemented. Different aperture
plates are shown in FIGS. 3C and D. FIG. 3C illustrates two further
types of off-axis illumination mode. In a first illumination mode
of FIG. 3C, aperture plate 13E provides off-axis illumination from
a direction designated, for the sake of description only, as `east`
relative to the `north` previously described. In a second
illumination mode of FIG. 3C, aperture plate 13W is used to provide
similar illumination, but from an opposite direction, labeled
`west`. FIG. 3D illustrates two further types of off-axis
illumination mode. In a first illumination mode of FIG. 3D,
aperture plate 13NW provides off-axis illumination from the
directions designated `north` and `west` as previously described.
In a second illumination mode, aperture plate 13SE is used to
provide similar illumination, but from an opposite direction,
labeled `south` and `east` as previously described. The use of
these, and numerous other variations and applications of the
apparatus are described in, for example, the prior published patent
application publications mentioned above.
FIG. 4 depicts an example composite metrology target T formed on a
substrate. The composite target comprises four periodic structures
(in this case, gratings) 32, 33, 34, 35 positioned closely
together. In an embodiment, the periodic structure layout may be
made smaller than the measurement spot (i.e., the periodic
structure layout is overfilled). Thus, in an embodiment, the
periodic structures are positioned closely together enough so that
they all are within a measurement spot 31 formed by the
illumination beam of the metrology apparatus. In that case, the
four periodic structures thus are all simultaneously illuminated
and simultaneously imaged on sensors 19 and 23. In an example
dedicated to overlay measurement, periodic structures 32, 33, 34,
35 are themselves composite periodic structures (e.g., composite
gratings) formed by overlying periodic structures, i.e., periodic
structures are patterned in different layers of the device formed
on substrate W and such that at least one periodic structure in one
layer overlays at least one periodic structure in a different
layer. Such a target may have outer dimensions within 20
.mu.m.times.20 .mu.m or within 16 .mu.m.times.16 .mu.m. Further,
all the periodic structures are used to measure overlay between a
particular pair of layers. To facilitate a target being able to
measure more than a single pair of layers, periodic structures 32,
33, 34, 35 may have differently biased overlay offsets in order to
facilitate measurement of overlay between different layers in which
the different parts of the composite periodic structures are
formed. Thus, all the periodic structures for the target on the
substrate would be used to measure one pair of layers and all the
periodic structures for another same target on the substrate would
be used to measure another pair of layers, wherein the different
bias facilitates distinguishing between the layer pairs.
Returning to FIG. 4, periodic structures 32, 33, 34, 35 may also
differ in their orientation, as shown, so as to diffract incoming
radiation in X and Y directions. In one example, periodic
structures 32 and 34 are X-direction periodic structures with
biases of +d, -d, respectively. Periodic structures 33 and 35 may
be Y-direction periodic structures with offsets +d and -d
respectively. While four periodic structures are illustrated,
another embodiment may include a larger matrix to obtain desired
accuracy. For example, a 3.times.3 array of nine composite periodic
structures may have biases -4d, -3d, -2d, -d, 0, +d, +2d, +3d, +4d.
Separate images of these periodic structures can be identified in
an image captured by sensor 23.
FIG. 5 shows an example of an image that may be formed on and
detected by the sensor 23, using the target of FIG. 4 in the
apparatus of FIG. 3, using the aperture plates 13NW or 13SE from
FIG. 3D. While the sensor 19 cannot resolve the different
individual periodic structures 32 to 35, the sensor 23 can do so.
The dark rectangle represents the field of the image on the sensor,
within which the illuminated spot 31 on the substrate is imaged
into a corresponding circular area 41. Within this, rectangular
areas 42-45 represent the images of the periodic structures 32 to
35. The target can be positioned in among device product features,
rather than or in addition to in a scribe lane. If the periodic
structures are located in device product areas, device features may
also be visible in the periphery of this image field. Processor and
controller PU processes these images using pattern recognition to
identify the separate images 42 to 45 of periodic structures 32 to
35. In this way, the images do not have to be aligned very
precisely at a specific location within the sensor frame, which
greatly improves throughput of the measuring apparatus as a
whole.
Once the separate images of the periodic structures have been
identified, the intensities of those individual images can be
measured, e.g., by averaging or summing selected pixel intensity
values within the identified areas. Intensities and/or other
properties of the images can be compared with one another. These
results can be combined to measure different parameters of the
lithographic process. Overlay performance is an example of such a
parameter.
In an embodiment, one of the parameters of interest of a patterning
process is feature width (e.g., CD). FIG. 6 depicts a highly
schematic example metrology apparatus (e.g., a scatterometer) that
can enable feature width determination. It comprises a broadband
(white light) radiation projector 2 which projects radiation onto a
substrate W. The redirected radiation is passed to a spectrometer
detector 4, which measures a spectrum 10 (intensity as a function
of wavelength) of the specular reflected radiation, as shown, e.g.,
in the graph in the lower left. From this data, the structure or
profile giving rise to the detected spectrum may be reconstructed
by processor PU, e.g. by Rigorous Coupled Wave Analysis and
non-linear regression or by comparison with a library of simulated
spectra as shown at the bottom right of FIG. 6. In general, for the
reconstruction the general form of the structure is known and some
variables are assumed from knowledge of the process by which the
structure was made, leaving only a few variables of the structure
to be determined from the measured data. Such a metrology apparatus
may be configured as a normal-incidence metrology apparatus or an
oblique-incidence metrology apparatus. Moreover, in addition to
measurement of a parameter by reconstruction, angle resolved
scatterometry is useful in the measurement of asymmetry of features
in product and/or resist patterns. A particular application of
asymmetry measurement is for the measurement of overlay, where the
target comprises one set of periodic features superimposed on
another. The concepts of asymmetry measurement in this manner are
described, for example, in U.S. patent application publication
US2006-066855, which is incorporated herein in its entirety.
FIG. 7 illustrates an example of a metrology apparatus 100 suitable
for use in embodiments of the present disclosure. The principles of
operation of this type of metrology apparatus are explained in more
detail in the U.S. Patent Application Nos. US 2006-033921 and US
2010-201963, which are incorporated herein in their entireties by
reference. An optical axis, which has several branches throughout
the apparatus, is represented by a dotted line O. In this
apparatus, radiation emitted by source 110 (e.g., a xenon lamp) is
directed onto substrate W via by an optical system comprising: lens
system 120, aperture plate 130, lens system 140, a partially
reflecting surface 150 and objective lens 160. In an embodiment
these lens systems 120, 140, 160 are arranged in a double sequence
of a 4F arrangement. In an embodiment, the radiation emitted by
radiation source 110 is collimated using lens system 120. A
different lens arrangement can be used, if desired. The angular
range at which the radiation is incident on the substrate can be
selected by defining a spatial intensity distribution in a plane
that presents the spatial spectrum of the substrate plane. In
particular, this can be done by inserting an aperture plate 130 of
suitable form between lenses 120 and 140, in a plane which is a
back-projected image of the objective lens pupil plane. Different
intensity distributions (e.g., annular, dipole, etc.) are possible
by using different apertures. The angular distribution of
illumination in radial and peripheral directions, as well as
properties such as wavelength, polarization and/or coherency of the
radiation, can all be adjusted to obtain desired results. For
example, one or more interference filters 130 (see FIG. 9) can be
provided between source 110 and partially reflecting surface 150 to
select a wavelength of interest in the range of, say, 400-900 nm or
even lower, such as 200-300 nm. The interference filter may be
tunable rather than comprising a set of different filters. A
grating could be used instead of an interference filter. In an
embodiment, one or more polarizers 170 (see FIG. 9) can be provided
between source 110 and partially reflecting surface 150 to select a
polarization of interest. The polarizer may be tunable rather than
comprising a set of different polarizers.
As shown in FIG. 7, the target T is placed with substrate W normal
to the optical axis O of objective lens 160. Thus, radiation from
source 110 is reflected by partially reflecting surface 150 and
focused into an illumination spot S (see FIG. 8) on target T on
substrate W via objective lens 160. In an embodiment, objective
lens 160 has a high numerical aperture (NA), desirably at least 0.9
or at least 0.95. An immersion metrology apparatus (using a
relatively high refractive index fluid such as water) may even have
a numerical aperture over 1.
Rays of illumination 170, 172 focused to the illumination spot from
angles off the axis O gives rise to diffracted rays 174, 176. It
should be remembered that these rays are just one of many parallel
rays covering an area of the substrate including target T. Each
element within the illumination spot is within the field of view of
the metrology apparatus. Since the aperture in plate 130 has a
finite width (necessary to admit a useful quantity of radiation),
the incident rays 170, 172 will in fact occupy a range of angles,
and the diffracted rays 174, 176 will be spread out somewhat.
According to the point spread function of a small target, each
diffraction order will be further spread over a range of angles,
not a single ideal ray as shown.
At least the 0.sup.th order diffracted by the target on substrate W
is collected by objective lens 160 and directed back through
partially reflecting surface 150. An optical element 180 provides
at least part of the diffracted beams to optical system 182 which
forms a diffraction spectrum (pupil plane image) of the target T on
sensor 190 (e.g. a CCD or CMOS sensor) using the zeroth and/or
first order diffractive beams. In an embodiment, an aperture 186 is
provided to filter out certain diffraction orders so that a
particular diffraction order is provided to the sensor 190. In an
embodiment, the aperture 186 allows substantially or primarily only
zeroth order radiation to reach the sensor 190. In an embodiment,
the sensor 190 may be a two-dimensional detector so that a
two-dimensional angular scatter spectrum of a substrate target T
can be measured. The sensor 190 may be, for example, an array of
CCD or CMOS sensors, and may use an integration time of, for
example, 40 milliseconds per frame. The sensor 190 may be used to
measure the intensity of redirected radiation at a single
wavelength (or narrow wavelength range), the intensity separately
at multiple wavelengths or integrated over a wavelength range.
Furthermore, the sensor may be used to separately measure the
intensity of radiation with transverse magnetic- and/or transverse
electric-polarization and/or the phase difference between
transverse magnetic- and transverse electric-polarized
radiation.
Optionally, optical element 180 provides at least part of the
diffracted beams to measurement branch 200 to form an image of the
target on the substrate W on a sensor 230 (e.g. a CCD or CMOS
sensor). The measurement branch 200 can be used for various
auxiliary functions such as focusing the metrology apparatus (i.e.,
enabling the substrate W to be in focus with the objective 160),
and/or for dark field imaging of the type mentioned in the
introduction.
In order to provide a customized field of view for different sizes
and shapes of grating, an adjustable field stop 300 is provided
within the lens system 140 on the path from source 110 to the
objective lens 160. The field stop 300 contains an aperture 302 and
is located in a plane conjugate with the plane of the target T, so
that the illumination spot becomes an image of the aperture 302.
The image may be scaled according to a magnification factor, or the
aperture and illumination spot may be in 1:1 size relation. In
order to make the illumination adaptable to different types of
measurement, the aperture plate 300 may comprise a number of
aperture patterns formed around a disc, which rotates to bring a
desired pattern into place. Alternatively or in addition, a set of
plates 300 could be provided and swapped, to achieve the same
effect. Additionally or alternatively, a programmable aperture
device such as a deformable mirror array or transmissive spatial
light modulator can be used also.
Typically, a target will be aligned with its periodic structure
features running either parallel to the Y axis or parallel to the X
axis. With regard to its diffractive behavior, a periodic structure
with features extending in a direction parallel to the Y axis has
periodicity in the X direction, while the a periodic structure with
features extending in a direction parallel to the X axis has
periodicity in the Y direction. In order to measure the performance
in both directions, both types of features are generally provided.
While for simplicity there will be reference to lines and spaces,
the periodic structure need not be formed of lines and space.
Moreover, each line and/or space between lines may be a structure
formed of smaller sub-structures. Further, the periodic structure
may be formed with periodicity in two dimensions at once, for
example where the periodic structure comprises posts and/or via
holes.
FIG. 8 illustrates a plan view of a typical target T, and the
extent of illumination spot S in the apparatus of FIG. 7. To obtain
a diffraction spectrum that is free of interference from
surrounding structures, the target T, in an embodiment, is a
periodic structure (e.g., grating) larger than the width (e.g.,
diameter) of the illumination spot S. The width of spot S may be
smaller than the width and length of the target. The target in
other words is `underfilled` by the illumination, and the
diffraction signal is essentially free from any signals from
product features and the like outside the target itself. This
simplifies mathematical reconstruction of the target as it can be
regarded as infinite. In other embodiments, as described below, the
target may not be fully underfilled and/or misalignment of the
radiation spot relative to the target may cause features outside of
the target to contribute to the signal.
FIG. 9 schematically depicts an example process of the
determination of the value of one or more variables of interest of
a target pattern 30' based on measurement data obtained using
metrology. Radiation detected by the detector 190 provides a
measured radiation distribution 108 for target 30'.
For the given target 30', a radiation distribution 208 can be
computed/simulated from a parameterized mathematical model 206
using, for example, a numerical Maxwell solver 210. The
parameterized mathematical model 206 shows example layers of
various materials making up, and associated with, the target. The
parameterized mathematical model 206 may include one or more of
variables for the features and layers of the portion of the target
under consideration, which may be varied and derived. As shown in
FIG. 9, the one or more of the variables may include the thickness
t of one or more layers, a width w (e.g., CD) of one or more
features, a height h of one or more features, a sidewall angle
.alpha. of one or more features, and/or relative position between
features (herein considered overlay). Although not shown, the one
or more of the variables may further include, but is not limited
to, the refractive index (e.g., a real or complex refractive index,
refractive index tensor, etc.) of one or more of the layers, the
extinction coefficient of one or more layers, the absorption of one
or more layers, resist loss during development, a footing of one or
more features, and/or line edge roughness of one or more features.
One or more values of one or more parameters of a 1-D periodic
structure or a 2-D periodic structure, such as a value of width,
length, shape or a 3-D profile characteristic, may be input to the
reconstruction process from knowledge of the patterning process
and/or other measurement processes. For example, the initial values
of the variables may be those expected values of one or more
parameters, such as a value of CD, pitch, etc., for the target
being measured.
In some cases, a target can be divided into a plurality of
instances of a unit cell. To help ease computation of the radiation
distribution of a target in that case, the model 206 can be
designed to compute/simulate using the unit cell of the structure
of the target, where the unit cell is repeated as instances across
the full target. Thus, the model 206 can compute using one unit
cell and copy the results to fit a whole target using appropriate
boundary conditions in order to determine the radiation
distribution of the target.
Additionally or alternatively to computing the radiation
distribution 208 at the time of reconstruction, a plurality of
radiation distributions 208 can be pre-computed for a plurality of
variations of variables of the target portion under consideration
to create a library of radiation distributions for use at the time
of reconstruction.
The measured radiation distribution 108 is then compared at 212 to
the computed radiation distribution 208 (e.g., computed near that
time or obtained from a library) to determine the difference
between the two. If there is a difference, the values of one or
more of the variables of the parameterized mathematical model 206
may be varied, a new computed radiation distribution 208 obtained
(e.g., calculated or obtained from a library) and compared against
the measured radiation distribution 108 until there is sufficient
match between the measured radiation distribution 108 and the
radiation distribution 208. At that point, the values of the
variables of the parameterized mathematical model 206 provide a
good or best match of the geometry of the actual target 30'. In an
embodiment, there is sufficient match when a difference between the
measured radiation distribution 108 and the computed radiation
distribution 208 is within a tolerance threshold.
In these metrology apparatuses, a substrate support may be provided
to hold the substrate W during measurement operations. The
substrate support may be similar or identical in form to the
substrate table WT of FIG. 1. In an example where the metrology
apparatus is integrated with the lithographic apparatus, it may
even be the same substrate table. Coarse and fine positioners may
be provided to accurately position the substrate in relation to a
measurement optical system. Various sensors and actuators are
provided for example to acquire the position of a target of
interest, and to bring it into position under the objective lens.
Typically many measurements will be made on targets at different
locations across the substrate W. The substrate support can be
moved in X and Y directions to acquire different targets, and in
the Z direction to obtain a desired location of the target relative
to the focus of the optical system. It is convenient to think and
describe operations as if the objective lens is being brought to
different locations relative to the substrate, when, for example,
in practice the optical system may remain substantially stationary
(typically in the X and Y directions, but perhaps also in the Z
direction) and only the substrate moves. Provided the relative
position of the substrate and the optical system is correct, it
does not matter in principle which one of those is moving in the
real world, or if both are moving, or a combination of a part of
the optical system is moving (e.g., in the Z and/or tilt direction)
with the remainder of the optical system being stationary and the
substrate is moving (e.g., in the X and Y directions, but also
optionally in the Z and/or tilt direction).
In an embodiment, the measurement accuracy and/or sensitivity of a
target may vary with respect to one or more attributes of the beam
of radiation provided onto the target, for example, the wavelength
of the radiation beam, the polarization of the radiation beam, the
intensity distribution (i.e., angular or spatial intensity
distribution) of the radiation beam, etc. Thus, a particular
measurement strategy can be selected that desirably obtains, e.g.,
good measurement accuracy and/or sensitivity of the target.
In order to monitor the patterning process (e.g., a device
manufacturing process) that includes at least one pattern transfer
step (e.g., an optical lithography step), the patterned substrate
is inspected and one or more parameters of the patterned substrate
are measured/determined. The one or more parameters may include,
for example, overlay between successive layers formed in or on the
patterned substrate, critical dimension (CD) (e.g., critical
linewidth) of, for example, features formed in or on the patterned
substrate, focus or focus error of an optical lithography step,
dose or dose error of an optical lithography step, optical
aberrations of an optical lithography step, placement error (e.g.,
edge placement error), etc. This measurement may be performed on a
target of the product substrate itself and/or on a dedicated
metrology target provided on the substrate. The measurement can be
performed after-development of a resist but before etching or can
be performed after-etch.
There are various techniques for making measurements of the
structures formed in the patterning process, including the use of a
scanning electron microscope, an image-based measurement tool
and/or various specialized tools. As discussed above, a fast and
non-invasive form of specialized metrology tool is one in which a
beam of radiation is directed onto a target on the surface of the
substrate and properties of the scattered (diffracted/reflected)
beam are measured. By evaluating one or more properties of the
radiation scattered by the substrate, one or more properties of the
substrate can be determined. This may be termed diffraction-based
metrology. One such application of this diffraction-based metrology
is in the measurement of feature asymmetry within a target. This
can be used as a measure of overlay, for example, but other
applications are also known. For example, asymmetry can be measured
by comparing opposite parts of the diffraction spectrum (for
example, comparing the -1st and +1.sup.st orders in the diffraction
spectrum of a periodic grating). This can be done as described
above and as described, for example, in U.S. patent application
publication US2006-066855, which is incorporated herein in its
entirety by reference. Another application of diffraction-based
metrology is in the measurement of feature width (CD) within a
target. Such techniques can use the apparatus and methods described
above in respect of FIGS. 6-9.
Now, while these techniques are effective, it is desirable to
provide an alternative measurement technique that derives feature
asymmetry within a target (such as overlay, CD asymmetry, sidewall
angle asymmetry, etc.). This technique can be effective for
specially designed metrology targets or perhaps more significantly,
for determining feature asymmetry directly on a device pattern.
Referring to FIG. 10, principles of this measurement technique are
described in the context of an overlay embodiment. In FIG. 10A, a
geometrically symmetric unit cell of a target T is shown. The
target T can comprise just a single physical instance of a unit
cell or can comprise a plurality of physical instances of the unit
cell as shown in FIG. 10C.
The target T can be a specially designed target. In an embodiment,
the target is for a scribe lane. In an embodiment, the target can
be an in-die target, i.e., the target is among the device pattern
(and thus between the scribe lanes). In an embodiment, the target
can have a feature width or pitch comparable to device pattern
features. For example, the target feature width or pitches can be
less than or equal to 300% of the smallest feature size or pitch of
the device pattern, be less than or equal to 200% of the smallest
feature size or pitch of the device pattern, be less than or equal
to 150% of the smallest feature size or pitch of the device
pattern, or be less than or equal to 100% of the smallest feature
size or pitch of the device pattern.
The target T can be a device structure. For example, the target T
can be a portion of a memory device (which often has one or more
structures that are, or can be, geometrically symmetric as
discussed further below).
In an embodiment, the target T or a physical instance of the unit
cell can have an area of less than or equal to 2400 square microns,
an area of less than or equal to 2000 square microns, an area of
less than or equal to 1500 square microns, an area of less than or
equal to 1000 square microns, an area of less than or equal to 400
square microns, less than or equal to 200 square microns, less than
or equal to 100 square microns, less than or equal to 50 square
microns, less than or equal to 25 square microns, less than or
equal to 10 square microns, less than or equal to 5 square microns,
less than or equal to 1 square micron, less than or equal to 0.5
square microns, or less than or equal to 0.1 square microns. In an
embodiment, the target T or a physical instance of the unit cell
has a cross-sectional dimension parallel to the plane of the
substrate of less than or equal to 50 microns, less than or equal
to 30 microns, less than or equal to 20 microns, less than or equal
to 15 microns, less than or equal to 10 microns, less than or equal
to 5 microns, less than or equal to 3 microns, less than or equal
to 1 micron, less than or equal to 0.5 microns, less than or equal
to 0.2 microns, or less than or equal to 0.1 microns.
In an embodiment, the target T or a physical instance of the unit
cell has a pitch of structures of less than or equal to less than
or equal to 5 microns, less than or equal to 2 microns, less than
or equal to 1 micron, less than or equal to 500 nm, less than or
equal to 400 nm, less than or equal to 300 nm, less than or equal
to 200 nm, less than or equal to 150 nm, less than or equal to 100
nm, less than or equal to 75 nm, less than or equal to 50 nm, less
than or equal to 32 nm, less than or equal to 22 nm, less than or
equal to 16 nm, less than or equal to 10 nm, less than or equal to
7 nm or less than or equal to 5 nm.
In an embodiment, the target T has a plurality of physical
instances of the unit cell. Thus, a target T could typically have
the higher dimensions listed here, while the physical instances of
the unit cell will have the lower dimensions listed here. In an
embodiment, the target T comprises 50,000 or more physical
instances of the unit cell, 25,000 or more physical instances of
the unit cell, 15,000 or more physical instances of the unit cell,
10,000 or more physical instances of the unit cell, 5,000 or more
physical instances of the unit cell, 1000 or more physical
instances of the unit cell, 500 or more physical instances of the
unit cell, 200 or more physical instances of the unit cell, 100 or
more physical instances of the unit cell, 50 or more physical
instances of the unit cell, or 10 or more physical instances of the
unit cell.
Desirably, the physical instance of the unit cell or the plurality
of physical instances of the unit cell collectively fills a beam
spot of the metrology apparatus. In that case, the measured results
comprise essentially only information from the physical instance of
the unit cell (or its plurality of instances). In an embodiment,
the beam spot has a cross-sectional width of 50 microns or less, 40
microns or less, 30 microns or less, 20 microns or less, 15 microns
or less, 10 microns or less, 5 microns or less, or 2 microns or
less.
The unit cell in FIG. 10A comprises at least two structures that
are, or will be, physically instantiated on the substrate. A first
structure 1000 comprises lines and a second structure 1005
comprises an oval-type shape. Of course, the first and second
structures 1000, 1005 can be different structures than
depicted.
Further, in this example, there can be a relative shift between the
first and second structures 1000, 1005 from their expected position
due to their separate transfer onto the substrate so as to have an
error in overlay. In this example, the first structure 1000 is
located in a higher layer on a substrate than the second structure
1005. Thus, in an embodiment, the second structure 1005 can be
produced in a first lower layer in a first execution of a
patterning process and the first structure 1000 can be produced in
a second higher layer than the first lower layer in a second
execution of the patterning process. Now, it is not necessary that
the first and second structures 1000, 1005 be located in different
layers. For example, in a double patterning process (including, for
example, an etching process as part thereof), the first and second
structures 1000, 1005 could be produced in a same layer to form
essentially a single pattern but there could still be an "overlay"
concern in terms of their relative placement within the same layer.
In this single layer example, both the first and second structures
1000, 1005 could have, for example, the form of lines like shown in
FIG. 10A for the first structure 1000 but the lines of the second
structure 1005, already provided on the substrate by a first
pattern transfer process, could be interleaved with the lines of
the structure 1000 provided in a second pattern transfer
process.
Significantly, the unit cell has, or is capable of having, a
geometric symmetry with respect to an axis or point. For example,
the unit cell in FIG. 10A has reflection symmetry with respect to,
for example, axis 1010 and point/rotational symmetry with respect
to, for example, point 1015. Similarly, it can be seen that a
physical instance of the unit cell (and thus a combination of
physical instances of the unit cell) in FIG. 10C has a geometric
symmetry.
In an embodiment, the unit cell has a geometric symmetry for a
certain feature (such as overlay). Embodiments herein focus on the
unit cell having zero overlay when it is geometrically symmetric.
However, instead, the unit cell can have zero overlay for a certain
geometric asymmetry. Appropriate offsets and calculations would
then be used to account for the unit cell having a zero overlay
when it has a certain geometric asymmetry. Pertinently, the unit
cell should be capable of change in symmetry (e.g., become
asymmetric, or become further asymmetric, or become symmetric from
an asymmetric situation) depending on the certain feature
value.
In the example of FIG. 10A, the unit cell has a geometric symmetry
for a zero overlay (although it need not be zero overlay). This is
represented by the arrows 1020 and 1025 which shows that the lines
of the first structure 1000 are evenly aligned with respect to the
oval-type shape of the second structure 1005 (and which even
alignment at least in part enables the unit cell to have geometric
symmetry as shown in FIG. 10A). So, in this example, when the unit
cell has geometric symmetry, there is zero overlay. However, when
there is an error in overlay (e.g., a non-zero overlay), the unit
cell is no longer geometrically symmetric and by definition the
target is no longer geometrically symmetric.
Further, where a target comprises a plurality of physical instances
of the unit, the instances of the unit cell are arranged
periodically. In an embodiment, the instances of the unit cell are
arranged in a lattice. In an embodiment, the periodic arrangement
has a geometric symmetry within the target.
So, in this technique, as discussed further hereafter, advantage is
taken of the change in geometric symmetry (e.g., a change to a
geometric asymmetry, or change to a further geometric asymmetry, or
a change from geometric asymmetry to geometric symmetry) related to
a feature asymmetry of interest (e.g., non-zero overlay) to be able
to determine the feature asymmetry (e.g., non-zero overlay).
A target comprising a physical instance of the unit cell of FIG.
10A can be illuminated with radiation using, for example, the
metrology apparatus of FIG. 7. The radiation redirected by the
target can be measured, e.g., by detector 190. In an embodiment, a
pupil of the redirected radiation is measured, i.e., a Fourier
transform plane. An example measurement of such a pupil is depicted
as pupil image 1030. While the pupil image 1030 has a diamond-type
shape, it need not have such a shape. The term pupil and pupil
plane herein includes any conjugates thereof unless the context
otherwise requires (for example, where a pupil plane of a
particular optical system is being identified). The pupil image
1030 is effectively an image, specified in terms of an optical
characteristic (in this case intensity), of a pupil of the
redirected radiation.
For convenience, the discussion herein will focus on intensity as
an optical characteristic of interest. But, the techniques herein
may be used with one or more alternative or additional optical
characteristics, such as phase and/or reflectivity.
Further, for convenience, the discussion herein focuses on
detecting and processing images of redirected radiation and in
particular pupil images. However, the optical properties of the
redirected radiation can be measured and represented in different
manners than images. For example, the redirected radiation can be
processed in terms of one or more spectrums (e.g., intensity as a
function of wavelength). Thus, a detected image of redirected
radiation can be considered as an example of an optical
representation of the redirected radiation. So, in the case of a
pupil plane image, a pupil image is an example of a pupil
representation.
Further, the redirected radiation can be polarized or
non-polarized. In an embodiment, the measurement beam radiation is
polarized radiation. In an embodiment, the measurement beam
radiation is linearly polarized.
In an embodiment, a pupil representation is of primarily, or
substantially, one diffraction order of redirected radiation from
the target. For example, the radiation can be 80% or more, 85% or
more, 90% or more, 95% or more, 98% or more or 99% or more, of a
particular order of the radiation. In an embodiment, the pupil
representation is of primarily, or substantially, zeroth order
redirected radiation. This can occur, for example, when the pitch
of the target, the wavelength of the measurement radiation, and
optionally one or more other conditions cause the target to
redirect primarily zeroth order (although there can be radiation of
one or more higher orders). In an embodiment, a majority of the
pupil representation is zeroth order redirected radiation. In an
embodiment, the pupil representation is of zeroth radiation and
separately of 1.sup.st order radiation, which can then be linearly
combined (superposition). The aperture 186 in FIG. 7 can be used to
select a particular order, e.g., the zeroth order, of
radiation.
Having regard to pupil image 1030 corresponding to the
geometrically symmetric unit cell of the first and second
structures 1000, 1005, it can be seen that the intensity
distribution is essentially symmetric within the pupil image (e.g.,
with the same symmetry type as of the geometric structure). This is
further confirmed by removing the symmetric intensity distribution
portion from the pupil image 1030, which results in the derived
pupil image 1035. To remove the symmetric intensity distribution
portion, a particular pupil image pixel (e.g., a pixel) can have
the symmetric intensity distribution portion removed by subtracting
from the intensity at that particular pupil image pixel the
intensity of a symmetrically located pupil image pixel, and vice
versa. In an embodiment, the pixel can correspond to the pixels of
the detector (e.g., detector 190), but it need not; for example, a
pupil image pixel could be a plurality of the pixels of the
detector. In an embodiment, the point or axis of symmetry across
which pixel intensities are subtracted corresponds with a point or
axis of symmetry of the unit cell. So, for example, considering
pupil image 1030, the symmetry intensity distribution portion can
be removed by, for example, subtracting from the intensity I.sub.i
at that particular pixel shown the intensity I.sub.i' from a
symmetrically located pixel, i.e., symmetrically located with
respect to axis 1032. Thus, the intensity at a particular pixel
with the symmetrical intensity portion removed, S.sub.i, is then
S.sub.i=I.sub.i-I.sub.i'. This can be repeated for a plurality of
pixels of the pupil image, e.g., all the pixels in the pupil image.
As seen in the derived pupil image 1035, the intensity distribution
corresponding to the symmetric unit cell is essentially completely
symmetric. Thus, a symmetric target with a symmetric unit cell
geometry (and if applicable, a certain periodicity of instances of
the unit cell) results in a symmetric pupil response as measured by
a metrology apparatus.
Referring now to FIG. 10B, an example of an error in overlay is
depicted with respect to the unit cell depicted in FIG. 10A. In
this case, the first structure 1000 is shifted in the X-direction
with respect to the second structure 1005. In particular, the axis
1010 centered on the lines of the first structure 1000 has shifted
to the right in FIG. 10B to axis 1045. Thus, there is an error in
the overlay 1040 in the X-direction; that is, an X direction
overlay error. Of course, the second structure 1005 could be
shifted relative to the first structure 1000 or both could be
shifted relative to each other. In any event, the result is an X
direction overlay error. However, as should be appreciated from
this unit cell arrangement, a purely relative shift in the
Y-direction between the first structure 1000 and the second
structure 1005 would not change the geometric symmetry of this unit
cell. But, with an appropriate geometric arrangement, overlay in
two directions or between different combinations of parts of the
unit cell can change symmetry and could also be determined, as
further discussed below.
As a consequence of the change in the physical configuration of the
unit cell from the nominal physical configuration of the unit cell
in FIG. 10A and represented by the error in overlay 1040, the
result is that the unit cell has become geometrically asymmetric.
This can be seen by the arrows 1050 and 1055 of different length,
which show that the oval-type shape of the second structure 1005 is
unevenly located relative to the lines of the first structure 1000.
The symmetry is examined with respect to the point or axis of
symmetry of the pupil image 1030, i.e. in that case, axis 1032
which is now shown axis 1034.
The physical instance of the unit cell of FIG. 10B can be
illuminated with radiation using, for example, the metrology
apparatus of FIG. 7. A pupil image of the redirected radiation can
be recorded, e.g., by detector 190. An example of such a pupil
image is depicted as pupil image 1060. The pupil image 1060 is
effectively an image of the intensity. While the pupil image 1060
has a diamond-type shape, it need not have such a shape; it can be
a circular shape or any other shape. Moreover, the pupil image 1060
is of a substantially same axis or coordinate location as pupil
image 1030. That is, in this embodiment, an axis of symmetry 1010
in the unit cell of FIG. 10A and the same axis in the unit cell of
FIG. 10B align with an axis of symmetry 1032 of the pupil images
1030, 1060.
Having regard to pupil image 1060 corresponding to the
geometrically asymmetric unit cell of the first and second
structures 1000, 1005, it visually seems like the intensity
distribution is essentially symmetric within the pupil image.
However, there is an asymmetric intensity distribution portion
within the pupil image. This asymmetric intensity distribution
portion is due to the asymmetry in the unit cell. Moreover, the
asymmetric intensity distribution is significantly lower in
magnitude than a symmetric intensity distribution portion in the
pupil image.
So, in an embodiment, to more effectively isolate the asymmetric
intensity distribution portion, the symmetric intensity
distribution portion can be removed from the pupil image 1060,
which results in the derived pupil image 1065. Like with obtaining
derived pupil image 1035, a particular pupil image pixel (e.g., a
pixel) can have the symmetric intensity distribution portion
removed by subtracting from the intensity at that particular pupil
image pixel the intensity of a symmetrically located pupil image
pixel, and vice versa, as discussed above. So, for example,
considering pupil image 1060, the symmetry intensity distribution
portion can be removed by, for example, subtracting from the
intensity I.sub.i at that particular pixel shown the intensity
I.sub.i' from a symmetrically located pixel, i.e., symmetrically
located with respect to axis 1032 to yield S.sub.i. This can be
repeated for a plurality of pixels of the pupil image, e.g., all
the pixels in the pupil image. In FIGS. 10A and 10B, the full
derived pupil images of S.sub.i are depicted for explanation
purposes. As will be appreciated, half of a derived pupil image of
FIG. 10A or 10B is the same as the other half thereof. So, in an
embodiment, the values from only half of the pupil image can be
used for further processing discussed herein and so a derived image
pupil used in further processing herein can be only half of the
S.sub.i values for a pupil.
As seen in the derived pupil image 1065, the intensity distribution
measured using a physical instance of an asymmetric unit cell is
not symmetric. As seen in regions 1075 and 1080, there is an
asymmetric intensity distribution portion visible once the
symmetric intensity distribution portion is removed. As noted
above, the full derived pupil image 1065 is shown and so the
asymmetric intensity distribution portion is shown on both halves
(even though they are equal to each other in terms of magnitude and
distribution in their respective halves).
Thus, an asymmetry in the geometrical domain corresponds to an
asymmetry in the pupil. So, in an embodiment, a method is provided
that uses the optical response of a periodic target that possesses,
or is capable of, inherent geometric symmetry in its physical
instance of a unit cell to determine a parameter corresponding to a
physical configuration change that causes a change in geometric
symmetry (e.g., cause an asymmetry, or cause a further asymmetry,
or cause an asymmetric unit cell to become symmetric) of the
physical instance of the unit cell. In particular, in an
embodiment, an overlay induced asymmetry (or lack thereof) in the
pupil as measured by a metrology apparatus can be exploited to
determine the overlay. That is, the pupil asymmetry is used to
measure the overlay within the physical instance of the unit cell
and thus within the target.
The change in symmetry in the geometrical domain of the target T
can arise due to a relative shift between first and second
structures 1000, 1005 from their expected positioning. The relative
shift may occur due to an error in overlay between a patterning
process used to form the first structure 1000 and a patterning
process used to form the second structure 1005.
Further details of techniques described herein can be found in U.S.
Patent Application Publication No. US 2017/0255736, which is
incorporated herein in its entirety.
FIG. 11 depicts example targets T (depicted as circular features)
positioned in scribe lanes 72 surrounding device regions 70. The
device regions 70 are regions configured to comprise device
structures corresponding to products to be manufactured.
Positioning targets T in scribe lanes 72 allows targets T to be
relatively large. Where it is desired to perform metrology
measurements at a higher spatial density over the substrate W, it
may be necessary to position targets T at locations other than in
the scribe lanes 72. This may be desirable, for example, where
higher order corrections are to be implemented using measurements
of the targets T. So, it may be desirable, for example, to position
targets within the device regions 70. The space available for
individual targets T at locations other than in the scribe lanes 72
may require targets T to be very small. Targets T may be smaller
than 10.times.10 .mu.m.sup.2, optionally about 5.times.5
.mu.m.sup.2, for example.
For small targets T (e.g. 5.times.5 .mu.m.sup.2 targets), alignment
of a radiation spot of a metrology process with the target T may be
achieved by performing pattern recognition on an image of the
target T observed by the metrology apparatus. This may be done by
first performing a relatively large jump towards the general area
of the target T (based on the position of a larger target for
example). A pattern recognition process can be used to identify the
precise location of the target T. A smaller jump is then performed
to align the radiation spot as closely as possible on the target
T.
It has proved challenging to achieve alignment with desired
accuracy for small targets. Misalignment between a radiation spot
and a target T can cause a region outside of the target T to
contribute to a greater extent to a signal measured by the
metrology process, thereby introducing errors.
A pattern recognition process may not always reliably distinguish
the target T from the region around the target (its surroundings).
The pattern recognition process may need to take account of
properties of the region around the target T when alignment is
performed. This means that the pattern recognition process is
position dependent and multiple pattern recognition recipes may be
needed for dealing with measurement of a whole substrate. This
requirement significantly complicates the overall metrology
process. The sequence of large jump--pattern recognition--smaller
jump can be time-consuming.
Variations in focus define the size of the radiation spot and may
also affect the extent to which the region outside of the target
contributes to the signal.
Embodiments of the present disclosure aim to at least partially
address one or more issues related to alignment and/or focus.
FIG. 12 schematically depicts a method of obtaining measurement
data 310 for optimizing a metrology process. Start and end points
of the method are marked S and E respectively.
In step S1, a metrology process is applied to a first target T on a
substrate W. The metrology process comprises illuminating the first
target T with a radiation spot and detecting radiation redirected
by the first target T. The method comprises a plurality of
applications of the metrology process to the first target T. Thus,
the first target T is measured plural times. In some embodiments,
the applications of the metrology process include applications at
plural different positions (corresponding to different alignments)
of the radiation spot relative to the first target T. In some
embodiments, the applications of the metrology process include
applications at plural different focus heights of the radiation
spot. In some embodiments, the applications of the metrology
process include applications at plural different positions and
plural different focus heights.
The plural applications of the metrology process may be achieved
via a control loop in which a decision step S2 is used to determine
whether or not a planned sequence of applications of the metrology
process has been completed. The decision step S2 causes the method
to loop through a metrology process settings adjustment step S3 and
the application of the metrology process in step S1 until all
required applications of the metrology process in step S1 have been
completed. The metrology process settings adjustment step S3 may
comprise adjusting the metrology process so that the nominal
alignment and/or focus height of the radiation spot is adjusted,
for example. The metrology process settings adjustment step S3 may
be further configured to adjust a rotational position of the
substrate W. In an embodiment, for each of one or more (or all)
alignment and/or focus settings, the metrology process is performed
at two angular positions that are 180 degrees apart from each
other. This approach reduces the contribution to asymmetry in the
detected pupil representation from asymmetry in the metrology
apparatus (e.g. in the optics and/or sensors). Such asymmetry may
be referred to as sensor asymmetry. When all required applications
of the metrology process in step S1 have been completed the
decision step S2 directs the method to step S4. Step S4 comprises
outputting the measurement data 310. The measurement data 310
output in step S4 may be stored or transmitted directly to one or
more other data processing apparatuses.
In each application of the metrology process in step S1 the
radiation may be directed onto the target T and the redirected
radiation detected as described above with reference to FIGS.
7-10C. The detected redirected radiation may comprise a pupil
representation of an optical characteristic of radiation in a pupil
plane, as described above with reference to FIGS. 7-10C. Thus, the
measurement data 310 may comprise, for each application of the
metrology process in step S1, a detected pupil representation of an
optical characteristic of the redirected radiation in a pupil
plane. The measurement data 310 may thus comprise a plurality of
detected pupil representations obtained at different nominal
alignments and/or different nominal focus heights. The optical
characteristic may comprise a radiation intensity or phase. In the
case where the optical characteristic comprises a radiation
intensity, the detected pupil representation may be referred to as
a pupil image. A metrology apparatus of the type described with
reference to FIG. 7 may be used for example to perform the
metrology process. The detected pupil representation of radiation
may comprise primarily zeroth order radiation, as described above.
This may be particularly desirable where the target T comprises a
high resolution target, such as a device structure. Thus, in an
embodiment, the target T comprises a device structure. In other
embodiments, the target T comprises a non-device structure within a
device region 70 (see FIG. 11) configured to comprise, or
comprising, device structures.
FIG. 13 schematically depicts a method of optimizing a metrology
process. Start and end points of the method are marked S and E
respectively. In step S11, the method comprises obtaining
measurement data 310 and a reference pupil representation 312. The
measurement data 310 is derived from a plurality of applications of
the metrology process to a target T. In an embodiment, the
plurality of applications of the metrology process are performed
using a sensor in video mode. In other embodiments, the plurality
of applications of the metrology process comprise individual
discrete measurements (i.e. not in video mode). In an embodiment,
the measurement data 310 is generated using the method described
above with reference to FIG. 12. The measurement data 310 may thus
comprise, for each application of the metrology process, a detected
pupil representation of an optical characteristic of redirected
radiation in a pupil plane. Details about how the reference pupil
representation 312 may be generated or obtained are given
later.
In step S12, an optimal alignment, an optimal focus height, or both
an optimal alignment and an optimal focus height are determined.
The alignment and/or focus height are optimized in the sense that
steps are taken to tune these parameters to improve a performance
of the metrology process relative to where the optimization is not
applied. The term optimal does not require an absolute optimum, in
the sense that no further improvement could possibly be
obtained.
In embodiments, the alignment and/or focus height are optimized in
step S12 by comparing each of the detected pupil representations in
the measurement data 310 with the reference pupil representation
312. The comparison may aim for example to identify which of the
detected pupil representations is most similar to the reference
pupil representation 312. Similarity with the reference pupil
representation 312 may be associated with closeness to an optimal
alignment and/or optimal focus. In an embodiment, an alignment
associated with the detected pupil representation determined to be
the most similar to the reference pupil representation is
determined to be the optimal alignment. In an embodiment, a focus
height associated with the detected pupil representation determined
to be the most similar to the reference pupil representation is
determined to be the optimal focus height.
In an embodiment, the comparisons between the detected pupil
representations and the reference pupil representation comprise
calculating a degree of similarity between each detected pupil
representation and the reference pupil representation. Various
mathematical techniques are known for determining degrees of
similarity between different entities. Similarity is sometimes
referred to as correlation. In an embodiment, a correlation
response describing a cross correlation between each detected pupil
representation and the reference pupil representation is used to
provide a quantitative measure of the degree of similarity. In some
embodiments, a Pearson's correlation or Rsquared of a regression
technique may be used to represent the degree of similarity.
FIG. 14 depicts an example set of detected pupil representations
320 obtained for plural different alignments and focus heights. In
this example, alignment varies along each row, as indicated
schematically by arrow 322. Thus, each detected pupil
representation 320 in any given row represents a detected pupil
representation obtained by the metrology process for a different
alignment of the radiation spot relative to the first target T
being measured. The different alignments may, for example,
represent different positions along a X direction, along a Y
direction, or both, where the X and Y directions correspond to
orthogonal directions in a XY plane parallel to the plane of the
substrate W on which the first target T is formed. In this example,
focus height varies along each column, as indicated schematically
by arrow 324. Thus, each row corresponds to a set of measurements
performed at the same nominal focus height but different
alignments.
FIG. 15 schematically depicts variation of a parameter Corr
representing a degree of similarity (e.g. a cross correlation)
between a detected pupil representation and a reference pupil
representation as a function of alignment and/or focus (Pos/F). The
variation is shown in one-dimension for clarity, but it will be
appreciated that the variation may in general be multivariate,
depending for example on a position in the X direction, a position
in the Y direction, and a focus height (which may be considered as
a position along a Z direction perpendicular to the X and Y
directions). The determining of the optimal alignment and/or
optimal focus height may comprise determining where the similarity
or correlation is maximum. Any suitable optimization procedure may
be used to locate the maximum. In the example shown, the maximum
similarity or correlation occurs at the position MAX, which may
therefore be taken as the optimal alignment and/or optimal focus
height. The value of Corr at the point MAX need not be 1
(indicating perfect matching between the detected pupil
representation and the reference pupil representation).
The reference pupil representation may be generated in various
ways.
In some embodiments, the reference pupil representation is
generated using a simulation of redirection of radiation from the
first target T. The simulated pupil representation may be referred
to as a synthetic pupil representation or synthetic pupil image. In
some embodiments, the simulation is based on a parametrized
mathematical model 206 using, for example, a numerical Maxwell
solver 210, as described above with reference to FIG. 9. The
simulation may thus be based on a mathematical model of the first
target T. The simulation may be based on perfect alignment and/or
focus height of the radiation spot relative to the first target
T.
In some embodiments, the reference pupil representation is
generated using a detected pupil representation obtained by a
previous application of the metrology process. The previous
application of the metrology process may have been performed at an
optimal alignment and/or optimal focus height (as determined using
methods according to embodiments of the present disclosure or using
other methods).
In some embodiments, the previous application of the metrology
process comprises an application of the metrology process to a
second target, the second target being larger than the first
target. The effect of misalignment of the radiation spot relative
to the center of a target T becomes larger as the target size is
reduced, due to the increased influence from regions outside of the
target for small targets relative to larger targets. The
application of the metrology process to the larger second target T
is therefore likely to produce a detected pupil representation
which is closer to the detected pupil representation expected for
perfect alignment and/or perfect focus height, for a given level of
misalignment and/or focus error, than would be achieved by
application of the metrology process to the smaller first target T.
By using the second target to provide the reference pupil
representation and selecting a detected pupil representation from
the first target that is most similar to the reference pupil
representation, embodiments of the present disclosure at least
partially overcome some of the challenges associated with
performing metrology on small targets.
In an embodiment, the first target T and the second target T each
comprise a periodic structure defined by a unit cell that has the
same periodicity in at least one direction. In some embodiments,
the unit cell of the second target T is identical to the unit cell
of the first target T, for example having the same sequence of
layers and the same periodicities in all directions. The first
target and second target may thus differ only in the number of unit
cells that are present in the target T.
In an embodiment, the substrate W comprises one or more device
regions 70 (as depicted in FIG. 11) configured to comprise device
structures and one or more scribe lanes 72 positioned outside of
the device regions 70. In such embodiments, the first target T may
be located in one of the device regions (not shown) and the second
target T may be provided in one of the scribe lanes 72 (where there
is room to accommodate the larger target). In an embodiment, the
first target T is equal to or smaller than about 5.times.5
.mu.m.sup.2 and the second target T is equal to or larger than
about 8.times.8 .mu.m.sup.2 (e.g. about 10.times.10 .mu.m.sup.2).
In an embodiment, the device regions 70 are provided in a plurality
of fields, with each field having one or more second targets T
associated with that field. In such embodiments, for each of two or
more of the fields, one or more second targets T corresponding to
the field are used to generate the reference pupil representation
for determining the optimal alignment and/or optimal focus height
for one or more (or all) of the first targets T that are measured
in that field. By using local second targets T to provide the
reference pupil representation for each field and updating the
reference pupil representation from field to field, errors
associated with process variations across the substrate W can be
reduced.
In some embodiments, the reference pupil representation is
generated using machine learning based on plural previous
applications of the metrology process with different alignments and
focus heights.
The novel approach of determining optimal alignment and/or focus
heights based on comparisons between detected pupil representations
and a reference pupil representation 312 makes it possible reliably
to achieve accurate alignment and/or focus of a radiation spot
without having to obtain and/or analyze an image of the radiation
spot on the first target, for example using complex pattern
recognition techniques. The approach may therefore improve
throughput and/or avoid data processing requirements, time
requirements and/or performance shortcomings associated with
pattern recognition. The approach allows alignment and/or focus to
be set more accurately than prior approaches, thereby reducing the
negative influence on signal quality from regions outside of small
targets. The approach also makes it possible to determine alignment
and/or focus using the same sensor and/or radiation wavelengths
that are used to obtain values of parameters of interest (e.g.
overlay, CD, etc.), which may also contribute to improved accuracy
and/or throughput. It is no longer necessary for example to have a
dedicated measurement and subsequent pattern recognition procedure
to determine alignment. Furthermore, a unified processing of the
information from the pupil plane is made possible. This means, for
example, that the alignment and/or focus height optimization could
be performed using the same settings (e.g. radiation spot
parameters, polarization, wavelength, etc.) as for an inference to
obtain values of a parameter of interest (e.g. overlay, CD). Thus,
the identified optimal alignment and/or optimal focus height can be
such as to minimize errors in the inference, thereby reducing
errors in values of a parameter of interest obtained based on the
determined optimal alignment and/or optimal focus height. Detected
pupil representations obtained at alignments and/or focus heights
that are known to be away from the optimal alignment and/or optimal
focus height may be used in the inference to provide information
about structures located in the region outside of the first target
T, thereby further improving the inference.
In an embodiment, the measurements at different positions and/or
different focus heights are used to quantify a sensitivity to
alignment and/or focus height errors. This quantification of
sensitivity may be performed for example by quantifying how quickly
the degree of similarity Corr (see FIG. 15) between the detected
pupil representations and the reference pupil representation varies
moving away from the optimal alignment and/or optimal focus height.
When visualized as shown in FIG. 15, the sensitivity may be related
to the curvature of Corr at the maximum MAX (which may be
quantified for example via the second derivative of Corr with
respect to Pos/F).
In an embodiment, the optimal alignment and/or optimal focus height
determined in step S12 is output as settings data 314. The settings
data 314 may be used to control a subsequent metrology process to
operate nominally at the optimal alignment and/or optimal focus
height. A value of a parameter of interest (e.g. overlay, CD) may
thus be obtained more reliably and/or accurately in the subsequent
metrology process. The settings data 314 may be used to provide a
control signal that controls one or more operational parameters of
a metrology apparatus relevant to alignment and/or focus height.
The control signal may be fed, for example, to the processor PU in
the metrology apparatus of FIG. 7.
In other embodiments, the detected pupil representation that
corresponds to the optimal alignment and/or optimal focus height
determined in step S12 may itself be analyzed in step S13 to obtain
a value of a parameter of interest (e.g. overlay, CD). Thus, the
same measurement data is used both for determining an optimal
alignment and/or optimal focus height and for calculating a value
of a parameter of interest based on the determined optimal
alignment and/or optimal focus height. The obtained value of a
parameter of interest may be output as output data 316.
In an embodiment, the method is applied to each of a plurality of
first targets T at different locations on the substrate T. The
plurality of positions of the radiation spot used when applying the
method to at least one of the first targets is then selected using
an optimal alignment obtained by applying the method to at least
one other of the first targets. In an embodiment, the plurality of
positions are selected so as to be proximate (e.g. centered on) the
optimal alignment obtained by applying the method to the at least
one other first target T. This approach can thus make use of
previous applications of the method to start the optimization
process nearer to the optimal alignment. The range of alignments to
consider in the optimization process can thus be reduced, thereby
improving speed and/or allowing more time to be spent measuring at
alignments that are likely to be close to optimal alignment.
Referring to FIG. 16, a computer system 3200 is shown. The computer
system 3200 includes a bus 3202 or other communication mechanism
for communicating information, and a processor 3204 (or multiple
processors 3204 and 3205) coupled with bus 3202 for processing
information. Computer system 3200 also includes a main memory 3206,
such as a random access memory (RAM) or other dynamic storage
device, coupled to bus 3202 for storing information and
instructions to be executed by processor 3204. Main memory 3206
also may be used for storing temporary variables or other
intermediate information during execution of instructions to be
executed by processor 3204. Computer system 3200 further includes a
read only memory (ROM) 3208 or other static storage device coupled
to bus 3202 for storing static information and instructions for
processor 3204. A storage device 3210, such as a magnetic disk or
optical disk, is provided and coupled to bus 3202 for storing
information and instructions.
Computer system 3200 may be coupled via bus 3202 to a display 3212,
such as a cathode ray tube (CRT) or flat panel or touch panel
display for displaying information to a computer user. An input
device 3214, including alphanumeric and other keys, is coupled to
bus 3202 for communicating information and command selections to
processor 3204. Another type of user input device is cursor control
3216, such as a mouse, a trackball, or cursor direction keys for
communicating direction information and command selections to
processor 3204 and for controlling cursor movement on display 3212.
This input device typically has two degrees of freedom in two axes,
a first axis (e.g., x) and a second axis (e.g., y), that allows the
device to specify positions in a plane. A touch panel (screen)
display may also be used as an input device.
The computer system 3200 may be suitable to function as a
processing unit herein in response to processor 3204 executing one
or more sequences of one or more instructions contained in main
memory 3206. Such instructions may be read into main memory 3206
from another computer-readable medium, such as storage device 3210.
Execution of the sequences of instructions contained in main memory
3206 causes processor 3204 to perform a process described herein.
One or more processors in a multi-processing arrangement may also
be employed to execute the sequences of instructions contained in
main memory 3206. In alternative embodiments, hard-wired circuitry
may be used in place of or in combination with software
instructions. Thus, embodiments are not limited to any specific
combination of hardware circuitry and software.
The term "computer-readable medium" as used herein refers to any
medium that participates in providing instructions to processor
3204 for execution. Such a medium may take many forms, including
but not limited to, non-volatile media, volatile media, and
transmission media. Non-volatile media include, for example,
optical or magnetic disks, such as storage device 3210. Volatile
media include dynamic memory, such as main memory 3206.
Transmission media include coaxial cables, copper wire and fiber
optics, including the wires that comprise bus 3202. Transmission
media can also take the form of acoustic or light waves, such as
those generated during radio frequency (RF) and infrared (IR) data
communications. Common forms of computer-readable media include,
for example, a floppy disk, a flexible disk, hard disk, magnetic
tape, any other magnetic medium, a CD-ROM, DVD, any other optical
medium, punch cards, paper tape, any other physical medium with
patterns of holes, a RAM, a PROM, and EPROM, a FLASH-EPROM, any
other memory chip or cartridge, a carrier wave as described
hereinafter, or any other medium from which a computer can
read.
Various forms of computer readable media may be involved in
carrying one or more sequences of one or more instructions to
processor 3204 for execution. For example, the instructions may
initially be borne on a magnetic disk of a remote computer. The
remote computer can load the instructions into its dynamic memory
and send the instructions over a telephone line using a modem. A
modem local to computer system 3200 can receive the data on the
telephone line and use an infrared transmitter to convert the data
to an infrared signal. An infrared detector coupled to bus 3202 can
receive the data carried in the infrared signal and place the data
on bus 3202. Bus 3202 carries the data to main memory 3206, from
which processor 3204 retrieves and executes the instructions. The
instructions received by main memory 3206 may optionally be stored
on storage device 3210 either before or after execution by
processor 3204.
Computer system 3200 may also include a communication interface
3218 coupled to bus 3202. Communication interface 3218 provides a
two-way data communication coupling to a network link 3220 that is
connected to a local network 3222. For example, communication
interface 3218 may be an integrated services digital network (ISDN)
card or a modem to provide a data communication connection to a
corresponding type of telephone line. As another example,
communication interface 3218 may be a local area network (LAN) card
to provide a data communication connection to a compatible LAN.
Wireless links may also be implemented. In any such implementation,
communication interface 3218 sends and receives electrical,
electromagnetic or optical signals that carry digital data streams
representing various types of information.
Network link 3220 typically provides data communication through one
or more networks to other data devices. For example, network link
3220 may provide a connection through local network 3222 to a host
computer 3224 or to data equipment operated by an Internet Service
Provider (ISP) 3226. ISP 3226 in turn provides data communication
services through the worldwide packet data communication network,
now commonly referred to as the "Internet" 3228. Local network 3222
and Internet 3228 both use electrical, electromagnetic or optical
signals that carry digital data streams. The signals through the
various networks and the signals on network link 3220 and through
communication interface 3218, which carry the digital data to and
from computer system 3200, are exemplary forms of carrier waves
transporting the information.
Computer system 3200 can send messages and receive data, including
program code, through the network(s), network link 3220, and
communication interface 3218. In the Internet example, a server
3230 might transmit a requested code for an application program
through Internet 3228, ISP 3226, local network 3222 and
communication interface 3218. In accordance with one or more
embodiments, one such downloaded application provides for a method
as disclosed herein, for example. The received code may be executed
by processor 3204 as it is received, and/or stored in storage
device 3210, or other non-volatile storage for later execution. In
this manner, computer system 3200 may obtain application code in
the form of a carrier wave.
An embodiment of the disclosure may take the form of a computer
program containing one or more sequences of machine-readable
instructions describing a method as disclosed herein, or a data
storage medium (e.g. semiconductor memory, magnetic or optical
disk) having such a computer program stored therein. Further, the
machine readable instruction may be embodied in two or more
computer programs. The two or more computer programs may be stored
on one or more different memories and/or data storage media.
Any controllers described herein may each or in combination be
operable when the one or more computer programs are read by one or
more computer processors located within at least one component of
the lithographic apparatus. The controllers may each or in
combination have any suitable configuration for receiving,
processing, and sending signals. One or more processors are
configured to communicate with the at least one of the controllers.
For example, each controller may include one or more processors for
executing the computer programs that include machine-readable
instructions for the methods described above. The controllers may
include data storage medium for storing such computer programs,
and/or hardware to receive such medium. So the controller(s) may
operate according the machine readable instructions of one or more
computer programs.
Although specific reference may be made in this text to the use of
a metrology apparatus in the manufacture of ICs, it should be
understood that the metrology apparatus and processes described
herein may have other applications, such as the manufacture of
integrated optical systems, guidance and detection patterns for
magnetic domain memories, flat-panel displays, liquid-crystal
displays (LCDs), thin film magnetic heads, etc. The skilled artisan
will appreciate that, in the context of such alternative
applications, any use of the terms "wafer" or "die" herein may be
considered as synonymous with the more general terms "substrate" or
"target portion", respectively. The substrate referred to herein
may be processed, before or after exposure, in for example a track
(a tool that typically applies a layer of resist to a substrate and
develops the exposed resist), a metrology tool and/or one or more
various other tools. Where applicable, the disclosure herein may be
applied to such and other substrate processing tools. Further, the
substrate may be processed more than once, for example in order to
create a multi-layer IC, so that the term substrate used herein may
also refer to a substrate that already contains multiple processed
layers.
Although specific reference may have been made above to the use of
embodiments of the disclosure in the context of optical
lithography, it will be appreciated that the disclosure may be used
in other applications, for example nanoimprint lithography, and
where the context allows, is not limited to optical lithography. In
the case of nanoimprint lithography, the patterning device is an
imprint template or mold.
The terms "radiation" and "beam" used herein encompass all types of
electromagnetic radiation, including ultraviolet (UV) radiation
(e.g. having a wavelength of or about 365, 355, 248, 193, 157 or
126 nm) and extreme ultra-violet (EUV) radiation (e.g. having a
wavelength in the range of 5-20 nm), as well as particle beams,
such as ion beams or electron beams.
The term "lens", where the context allows, may refer to any one or
combination of various types of optical components, including
refractive, reflective, magnetic, electromagnetic and electrostatic
optical components.
References herein to crossing or passing a threshold may include
something having a value lower than a specific value or lower than
or equal to a specific value, something having a value higher than
a specific value or higher than or equal to a specific value,
something being ranked higher or lower than something else (through
e.g., sorting) based on, e.g., a parameter, etc.
References herein to correcting or corrections of an error include
eliminating the error or reducing the error to within a tolerance
range.
The term "optimizing" and "optimization" as used herein refers to
or means adjusting a lithographic apparatus, a patterning process,
etc. such that results and/or processes of lithography or
patterning processing have more a desirable characteristic, such as
higher accuracy of projection of a design layout on a substrate, a
larger process window, etc. Thus, the term "optimizing" and
"optimization" as used herein refers to or means a process that
identifies one or more values for one or more variables that
provide an improvement, e.g. a local optimum, in at least one
relevant metric, compared to an initial set of one or more values
for those one or more variables. "Optimum", "optimal" and other
related terms should be construed accordingly. In an embodiment,
optimization steps can be applied iteratively to provide further
improvements in one or more metrics.
In an optimization process of a system, a figure of merit of the
system or process can be represented as a cost function. The
optimization process boils down to a process of finding a set of
parameters (design variables) of the system or process that
optimizes (e.g., minimizes or maximizes) the cost function. The
cost function can have any suitable form depending on the goal of
the optimization. For example, the cost function can be weighted
root mean square (RMS) of deviations of certain characteristics
(evaluation points) of the system or process with respect to the
intended values (e.g., ideal values) of these characteristics; the
cost function can also be the maximum of these deviations (i.e.,
worst deviation). The term "evaluation points" herein should be
interpreted broadly to include any characteristics of the system or
process. The design variables of the system can be confined to
finite ranges and/or be interdependent due to practicalities of
implementations of the system or process. In the case of a
lithographic apparatus or patterning process, the constraints are
often associated with physical properties and characteristics of
the hardware such as tunable ranges, and/or patterning device
manufacturability design rules, and the evaluation points can
include physical points on a resist image on a substrate, as well
as non-physical characteristics such as dose and focus.
While specific embodiments of the disclosure have been described
above, it will be appreciated that the disclosure may be practiced
otherwise than as described. For example, the disclosure may take
the form of a computer program containing one or more sequences of
machine-readable instructions describing a method as disclosed
above, or a data storage medium (e.g. semiconductor memory,
magnetic or optical disk) having such a computer program stored
therein.
In block diagrams, illustrated components are depicted as discrete
functional blocks, but embodiments are not limited to systems in
which the functionality described herein is organized as
illustrated. The functionality provided by each of the components
may be provided by software or hardware modules that are
differently organized than is presently depicted, for example such
software or hardware may be intermingled, conjoined, replicated,
broken up, distributed (e.g. within a data center or
geographically), or otherwise differently organized. The
functionality described herein may be provided by one or more
processors of one or more computers executing code stored on a
tangible, non-transitory, machine readable medium. In some cases,
third party content delivery networks may host some or all of the
information conveyed over networks, in which case, to the extent
information (e.g., content) is said to be supplied or otherwise
provided, the information may be provided by sending instructions
to retrieve that information from a content delivery network.
Unless specifically stated otherwise, as apparent from the
discussion, it is appreciated that throughout this specification
discussions utilizing terms such as "processing," "computing,"
"calculating," "determining" or the like refer to actions or
processes of a specific apparatus, such as a special purpose
computer or a similar special purpose electronic
processing/computing device.
The reader should appreciate that the present application describes
several inventions. Rather than separating those inventions into
multiple isolated patent applications, applicants have grouped
these inventions into a single document because their related
subject matter lends itself to economies in the application
process. But the distinct advantages and aspects of such inventions
should not be conflated. In some cases, embodiments address all of
the deficiencies noted herein, but it should be understood that the
inventions are independently useful, and some embodiments address
only a subset of such problems or offer other, unmentioned benefits
that will be apparent to those of skill in the art reviewing the
present disclosure. Due to costs constraints, some inventions
disclosed herein may not be presently claimed and may be claimed in
later filings, such as continuation applications or by amending the
present claims. Similarly, due to space constraints, neither the
Abstract nor the Summary of the Invention sections of the present
document should be taken as containing a comprehensive listing of
all such inventions or all aspects of such inventions.
It should be understood that the description and the drawings are
not intended to limit the invention to the particular form
disclosed, but to the contrary, the intention is to cover all
modifications, equivalents, and alternatives falling within the
spirit and scope of the present invention as defined by the
appended claims.
Modifications and alternative embodiments of various aspects of the
invention will be apparent to those skilled in the art in view of
this description. Accordingly, this description and the drawings
are to be construed as illustrative only and are for the purpose of
teaching those skilled in the art the general manner of carrying
out the invention. It is to be understood that the forms of the
invention shown and described herein are to be taken as examples of
embodiments. Elements and materials may be substituted for those
illustrated and described herein, parts and processes may be
reversed or omitted, certain features may be utilized
independently, and embodiments or features of embodiments may be
combined, all as would be apparent to one skilled in the art after
having the benefit of this description of the invention. Changes
may be made in the elements described herein without departing from
the spirit and scope of the invention as described in the following
claims. Headings used herein are for organizational purposes only
and are not meant to be used to limit the scope of the
description.
Further embodiments according to the present invention are further
described in below clauses:
1. A method of optimizing a metrology process, the method
comprising:
obtaining measurement data from a plurality of applications of the
metrology process to a first target on a substrate, wherein: each
application of the metrology process comprises illuminating the
first target with a radiation spot and detecting radiation
redirected by the first target; the applications of the metrology
process include applications at either or both of a) plural
positions of the radiation spot relative to the first target,
and/or b) plural focus heights of the radiation spot; and the
measurement data comprises, for each application of the metrology
process, a detected pupil representation of an optical
characteristic of the redirected radiation in a pupil plane; and
determining either or both of an optimal alignment and an optimal
focus height based on comparisons between the detected pupil
representations in the measurement data and a reference pupil
representation. 2. The method of clause 1, wherein either or both
of: an alignment associated with the detected pupil representation
determined to be the most similar to the reference pupil
representation is determined to be the optimal alignment; and/or a
focus height associated with the detected pupil representation
determined to be the most similar to the reference pupil
representation is determined to be the optimal focus height. 3. The
method of clause 1 or clause 2, wherein the comparisons between the
detected pupil representations and the reference pupil
representation comprise calculating a degree of similarity between
each detected pupil representation and the reference pupil
representation. 4. The method of any of clauses 1-3, wherein the
reference pupil representation is generated using a simulation of
redirection of radiation from the first target. 5. The method of
any of clauses 1-4, wherein the reference pupil representation is
generated using a detected pupil representation obtained by a
previous application of the metrology process. 6. The method of
clause 5, wherein the previous application of the metrology process
was applied to a first target at either or both of an optimal
alignment and an optimal focus height. 7. The method of clause 5 or
clause 6, wherein the previous application of the metrology process
comprises an application of the metrology process to a second
target, the second target being larger than the first target. 8.
The method of clause 7, wherein the first target and the second
target each comprise a periodic structure defined by a unit cell
that has the same periodicity in at least one direction. 9. The
method of clause 8, wherein the unit cell of the first target is
identical to the unit cell of the second target. 10. The method of
any of clauses 7-9, wherein: the substrate comprises one or more
device regions configured to comprise device structures and one or
more scribe lanes positioned outside of the device regions; and the
first target is located in one of the device regions and the second
target is located in one of the scribe lanes. 11. The method of any
of clauses 1-10, wherein the reference pupil representation is
generated using machine learning based on plural previous
applications of the metrology process with different alignments,
different focus heights, or both. 12. The method of any of clauses
1-11, wherein: the method is applied to each of a plurality of
first targets at different locations; and the plurality of
positions of the radiation spot used when applying the method to
one first target is selected using an optimal alignment obtained by
applying the method to at least one other first target. 13. The
method of any of clauses 1-12, further comprising analyzing a
detected pupil representation corresponding to either or both of an
optimal alignment and/or an optimal focus height determined by the
method of any of clauses 1-12 to obtain a value of a parameter of
interest. 14. The method of clause 13, wherein the parameter of
interest comprises one or more of the following: overlay, critical
dimension. 15. A computer program product comprising a computer
non-transitory readable medium having instructions recorded
thereon, the instructions when executed by a computer implementing
the method of any of clauses 1-14. 16. A system comprising: a
computer system; and a non-transitory computer readable storage
medium configured to store machine-readable instructions, wherein
when executed, the machine-readable instructions cause the computer
system to perform the method of any of clauses 1-14. 17. A
metrology apparatus for measuring a target on a substrate, the
metrology apparatus configured to perform the method of any of
clauses 1-14. 18. A system comprising: a metrology apparatus
configured to provide a beam of radiation onto a substrate and to
detect radiation redirected by a target on the substrate; and the
computer program product of clause 15. 19. The system of clause 18,
further comprising a lithographic apparatus comprising a support
structure configured to hold a patterning device to modulate a
radiation beam and a projection optical system arranged to project
the modulated radiation beam onto a radiation-sensitive substrate,
wherein the lithographic apparatus is configured to control a
setting of the lithographic apparatus based on information obtained
using the metrology apparatus and the computer program product.
As used throughout this application, the word "may" is used in a
permissive sense (i.e., meaning having the potential to), rather
than the mandatory sense (i.e., meaning must). The words "include",
"including", and "includes" and the like mean including, but not
limited to. As used throughout this application, the singular forms
"a," "an," and "the" include plural referents unless the content
explicitly indicates otherwise. Thus, for example, reference to
"an" element or "a" element includes a combination of two or more
elements, notwithstanding use of other terms and phrases for one or
more elements, such as "one or more." The term "or" is, unless
indicated otherwise, non-exclusive, i.e., encompassing both "and"
and "or." Terms describing conditional relationships, e.g., "in
response to X, Y," "upon X, Y,", "if X, Y," "when X, Y," and the
like, encompass causal relationships in which the antecedent is a
necessary causal condition, the antecedent is a sufficient causal
condition, or the antecedent is a contributory causal condition of
the consequent, e.g., "state X occurs upon condition Y obtaining"
is generic to "X occurs solely upon Y" and "X occurs upon Y and Z."
Such conditional relationships are not limited to consequences that
instantly follow the antecedent obtaining, as some consequences may
be delayed, and in conditional statements, antecedents are
connected to their consequents, e.g., the antecedent is relevant to
the likelihood of the consequent occurring. Statements in which a
plurality of attributes or functions are mapped to a plurality of
objects (e.g., one or more processors performing steps A, B, C, and
D) encompasses both all such attributes or functions being mapped
to all such objects and subsets of the attributes or functions
being mapped to subsets of the attributes or functions (e.g., both
all processors each performing steps A-D, and a case in which
processor 1 performs step A, processor 2 performs step B and part
of step C, and processor 3 performs part of step C and step D),
unless otherwise indicated. Further, unless otherwise indicated,
statements that one value or action is "based on" another condition
or value encompass both instances in which the condition or value
is the sole factor and instances in which the condition or value is
one factor among a plurality of factors. Unless otherwise
indicated, statements that "each" instance of some collection have
some property should not be read to exclude cases where some
otherwise identical or similar members of a larger collection do
not have the property, i.e., each does not necessarily mean each
and every.
To the extent certain U.S. patents, U.S. patent applications, or
other materials (e.g., articles) have been incorporated by
reference, the text of such U.S. patents, U.S. patent applications,
and other materials is only incorporated by reference to the extent
that no conflict exists between such material and the statements
and drawings set forth herein. In the event of such conflict, any
such conflicting text in such incorporated by reference U.S.
patents, U.S. patent applications, and other materials is
specifically not incorporated by reference herein.
The descriptions above are intended to be illustrative, not
limiting. Thus, it will be apparent to one skilled in the art that
modifications may be made to the disclosure as described without
departing from the scope of the claims set out below.
* * * * *